Applied Data Science with Python
Applied Data Science with Python
Master the tools and techniques used by data scientists every day.
Learn from industry experts as you build real-world machine learning models and take your Python skills to a professional level.
Master the tools and techniques used by data scientists every day.
Learn from industry experts as you build real-world machine learning models and take your Python skills to a professional level.
Talk to an Advisor
Talk to an Advisor
Duration
36 hours
Schedule : Mon - Wed - Thu
6 PM - 9 PM
Duration
36 hours
Schedule : Mon - Wed - Thu
6 PM - 9 PM
Skills Gained
Modular thinking,
Programming basics,
Algorithimic thinking,
Problem solving
Debugging
Skills Gained
Modular thinking,
Programming basics,
Algorithimic thinking,
Problem solving
Debugging
Learning Methodology
Instructor led or
Self paced
Mentor guided
Online & Hybrid
learning
Learning Methodology
Instructor led or
Self paced
Mentor guided
Online & Hybrid
learning
Program Overview
Program Overview
Advanced skills in Python is crucial for many data science roles. In this course, you will continue to build on the Python programming skills you acquired in the previous class by implementing machine learning using python libraries like TensorFlow, Py torch scikit-learn You will learn all the advanced Python libraries which are being used in the real world by data scientists. Data Science with Python training help you advance your career as a data scientist. Through a combination of theoretical concepts, real-world projects, and interactive exercises, participants will learn how to collect, clean, analyze, and visualize data and effectively communicate their findings
Key Benefits
Key Benefits
Get trained by industry Experts
Our courses are delivered by professionals with years of experience having learned first-hand the best, in-demand techniques, concepts, and latest tools.
Get trained by industry Experts
Our courses are delivered by professionals with years of experience having learned first-hand the best, in-demand techniques, concepts, and latest tools.
Official Certification curriculum
Our curriculum is kept up to date with the latest official Certification syllabus and making you getting ready to take the exam.
Official Certification curriculum
Our curriculum is kept up to date with the latest official Certification syllabus and making you getting ready to take the exam.
Tax Credit
Claim up to 25% of tuition fees and education tax credit from your taxes.
Tax Credit
Claim up to 25% of tuition fees and education tax credit from your taxes.
Discount on Certification Voucher
Upto 50 percent discount voucher will be provided.
Discount on Certification Voucher
Upto 50 percent discount voucher will be provided.
24/7 Lab access
Our students have access to their labs and course materials at any hour of the day to maximize their learning potential and guarantee success.
24/7 Lab access
Our students have access to their labs and course materials at any hour of the day to maximize their learning potential and guarantee success.
Course Outline
Course Outline
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Introduction to Scikit-Learn
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Machine Learning with Scikit-Learn
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Introduction to Tensor Flow
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Deep Learning Fundamentals with Tensor Flow
Deep Learning Fundamentals with Tensor Flow
Convolutional Neural Networks (CNNs) with Tensor Flow
Convolutional Neural Networks (CNNs) with Tensor Flow
Recurrent Neural Networks (RNNs)
Recurrent Neural Networks (RNNs)
Introduction to PyTorch and Tensors
Introduction to PyTorch and Tensors
Deep Learning with PyTorch
Deep Learning with PyTorch
Advanced PyTorch Techniques and Applications
Advanced PyTorch Techniques and Applications
Introduction to Scikit-Learn
Machine Learning with Scikit-Learn
Introduction to Tensor Flow
Deep Learning Fundamentals with Tensor Flow
Convolutional Neural Networks (CNNs) with Tensor Flow
Recurrent Neural Networks (RNNs)
Introduction to PyTorch and Tensors
Deep Learning with PyTorch
Advanced PyTorch Techniques and Applications
Skills gained
Skills gained
Deep Learning Fundamentals
Model Implementation
Tensor Manipulation
Model Training and Optimization
Model Deployment
Deep Learning Fundamentals
Model Implementation
Tensor Manipulation
Model Training and Optimization
Model Deployment
Instructor Spotlight
Instructor Spotlight
Connect with our instructors at an event . Build your intelligent network .
Connect with our instructors at an event . Build your intelligent network .
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Toufiq Lazhri
Data Science & Business Analyst
5 Years
Sr, Software Consultant with over 25 years of solid programming experiecc , who began hais career with IBM and went on to lead projects in over a dozen torp tire companies. Responsible for founding the Program Analyst program at Montreal COllege is an effective teacher who transmits knowledge to enable student outcomes.
Michel Chamoun
Data Science & Business Analyst
5 Years
Michel is a highly skilled developer and consultant with expertise in AI, data analysis, and process optimization. As a developer in the GenAI team, he built proof-of-concepts leveraging chatGPT's natural language understanding capabilities and implemented AI modules on Microsoft Azure. As a consultant in the strategy and operations team, he designed algorithms for user access profiling.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Toufiq Lazhri
Data Science & Business Analyst
5 Years
Sr, Software Consultant with over 25 years of solid programming experiecc , who began hais career with IBM and went on to lead projects in over a dozen torp tire companies. Responsible for founding the Program Analyst program at Montreal COllege is an effective teacher who transmits knowledge to enable student outcomes.
Michel Chamoun
Data Science & Business Analyst
5 Years
Michel is a highly skilled developer and consultant with expertise in AI, data analysis, and process optimization. As a developer in the GenAI team, he built proof-of-concepts leveraging chatGPT's natural language understanding capabilities and implemented AI modules on Microsoft Azure. As a consultant in the strategy and operations team, he designed algorithms for user access profiling.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Toufiq Lazhri
Data Science & Business Analyst
5 Years
Sr, Software Consultant with over 25 years of solid programming experiecc , who began hais career with IBM and went on to lead projects in over a dozen torp tire companies. Responsible for founding the Program Analyst program at Montreal COllege is an effective teacher who transmits knowledge to enable student outcomes.
Michel Chamoun
Data Science & Business Analyst
5 Years
Michel is a highly skilled developer and consultant with expertise in AI, data analysis, and process optimization. As a developer in the GenAI team, he built proof-of-concepts leveraging chatGPT's natural language understanding capabilities and implemented AI modules on Microsoft Azure. As a consultant in the strategy and operations team, he designed algorithms for user access profiling.
Iraj Hedayati
Data Science & Business Analyst
5 Years
Iraj Hedayati is a seasoned Data Engineer with over a decade of experience designing and scaling data infrastructure at high-growth tech companies. He currently works as a consultant with Apple, specializing in distributed systems, Spark, and backend development. Iraj teaches Data Engineering courses focused on real-world applications in big data processing, cloud infrastructure, and modern data pipelines. His industry background includes leading large-scale data migrations, optimizing cloud costs, and building end-to-end systems for data ingestion and analytics.
Davood Fekret
Data Science & Business Analyst
4 Years
Davood Fekret is an experienced supply chain and operations management professional with a strong background in inventory control, logistics, and ERP systems implementation. With over 20 years of experience in the automotive manufacturing and distribution industry, he excels at streamlining processes, improving warehouse efficiency, and leading cross-functional teams. Davood is highly skilled in Lean Manufacturing, Warehouse Management, and end-to-end process implementation. He is passionate about data-driven decision-making and continuous improvement.
Mojtaba Faramarzi
Data Science & Business Analyst
4 Years
Mojtaba holds a Ph.D. in Machine Learning from the University of Montreal–Mila, along with two master’s degrees in Software Engineering from Concordia University and Machine Learning from the University of Montreal. He brings extensive experience in both academia and industry, having taught a range of computer science and software engineering courses with a focus on practical AI applications. He has also worked in leading tech companies, including Amazon, Microsoft, SAP, and Ericsson. Passionate about student engagement and interdisciplinary learning, he is committed to fostering critical thinking and innovation in the classroom.
Ali Alavi
Data Science & Business Analyst
4 Years
Ali Alavi is a seasoned Network Engineer with over a decade of experience in designing, implementing, and managing secure and scalable network infrastructures. Known for his deep technical expertise and calm, solutions-oriented approach, Ali has successfully led complex network deployments and transformations across various industries.
Sami Islam
Data Science & Business Analyst
4 Years
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Ahmad Mousavi
Data Science & Business Analyst
3 Years
After a successful stint with Quebec's top game developer, Ubisoft as a virtualisation architect, Ahmad stepped aside to pursue his passion for teaching & developing IT infrastructure for medium sized enterprises, ground up. A product of Iranian university. He is the head of IT infrastructure & facility at Montreal College of Information Technology. A key resource in career pathway & mentorship for aspiring virtualisation experts.
Mirna Mardini
Data Science & Business Analyst
2 Years
Mirna Mardini, based in Montreal, Canada, is an accomplished developer and instructor with a diverse background spanning various roles and industries. Currently working at Tema Solutions as an ERP Developer/ Divalto, she excels in developing new features, installing functionality, and providing technical support.
Ehsan Shirazi
Data Science & Business Analyst
1 Year
Ehsan, with over 10 years of experience in IT and as a graduate of McGill University, delivers courses and supports the professional growth of students at MCIT. He is passionate about sharing his knowledge and expertise to help students develop the skills needed for successful careers in IT.
Sridharan Kilvidi
Data Science & Business Analyst
2 Years
Sridaran is a Software Test Consultant and Trainer with 8 years of teaching experience in private colleges in Montreal and Toronto. With over 15 years of professional experience in Programming and QA, Sridaran has successfully managed Software Quality Assurance efforts for enterprise applications in finance, telecommunications, and service business domains. Passionate about sharing expertise and guiding aspiring professionals in the field of software testing.
Rebecca Spagnolo
Data Science & Business Analyst
2 Years
With a background in Business Administration from John Molson's School and a information systems management at Concordia University has had a silver streak through some of the industry's best, including Radio Canada, Dotmar & Motovan Corporation, Rebecca's grip on the field is indomitable. Associated with MCIT for over 10 years, Her insights into career patterns and day to day on the job activities lend mentor guidance to aspiring SAP professionals.
Toufiq Lazhri
Data Science & Business Analyst
5 Years
Sr, Software Consultant with over 25 years of solid programming experiecc , who began hais career with IBM and went on to lead projects in over a dozen torp tire companies. Responsible for founding the Program Analyst program at Montreal COllege is an effective teacher who transmits knowledge to enable student outcomes.
Michel Chamoun
Data Science & Business Analyst
5 Years
Michel is a highly skilled developer and consultant with expertise in AI, data analysis, and process optimization. As a developer in the GenAI team, he built proof-of-concepts leveraging chatGPT's natural language understanding capabilities and implemented AI modules on Microsoft Azure. As a consultant in the strategy and operations team, he designed algorithms for user access profiling.
Eligibility Criteria
Eligibility Criteria
Learners need to possess an undergraduate degree or a high school diploma. No need of any professional experience is required as this is the fundamental course.
Possess an undergraduate degree or a high school diploma.
Prerequisites
Statistics, Machine Learning and Python Programming are prerequisites for this certification course.
Upcoming sessions & Schedule
Upcoming sessions
& Schedule
Enroll
Summer Session
Feb 12, 2025
Register Before
Jan 15, 2025
Enroll
Summer Session
Feb 12, 2025
Register Before
Jan 15, 2025
Request
info
Fall Session
Jun 10, 2025
Register Before
May 13, 2025
Request
info
Fall Session
Jun 10, 2025
Register Before
May 13, 2025
Remind
Winter Session
Oct 24, 2025
Register Before
Sep 26, 2025
Remind
Winter Session
Oct 24, 2025
Register Before
Sep 26, 2025
Take action
Take action
Get Certified
Get Certified
Related programs
Related programs
FAQs
FAQs
About the Instructor?
Is there any Teaching Assistance facility available?
Is there any Voucher to take the Official certification?
I need help in choosing the correct courses for my job role. Can you assist?
When do I get the MCIT Certificate?
Are there any prerequisites for enrolling in these programs?
Is there any Teaching Assistance facility available?
Are these programs suitable for beginners?
Is there any Voucher to take the Official certification?
How is the program content structured?
I need help in choosing the correct courses for my job role. Can you assist?
What is the admission Criteria for this Program?
When do I get the MCIT Certificate?
What career paths can I pursue after completing these programs?
What teaching methods are used in your programs?
Are there opportunities for practical experience or internships?
Can I study part-time or online?
What does the software testing program entail?
About the Instructor?
Montreal College of Information Technology
200-1255 Robert-Bourassa Blvd.
Montreal, Quebec H3B 3B2
+1 514 312 2383
Montreal College of Information Technology
Collège des technologies de l’information de Montréal
200-1255 Robert-Bourassa Blvd.
Montreal, Quebec H3B 3B2
+1 514 405 6874
Montreal College of Information Technology
Collège des technologies de l’information de Montréal
200-1255 Robert-Bourassa Blvd.
Montreal, Quebec H3B 3B2
+1 514 405 6874