Machine Learning
Machine Learning
The Machine Learning Course is a comprehensive and practical introduction to the field of machine learning. Designed for both beginners and those with some prior experience, this course covers the key concepts, algorithms, and techniques used in machine learning.
The Machine Learning Course is a comprehensive and practical introduction to the field of machine learning. Designed for both beginners and those with some prior experience, this course covers the key concepts, algorithms, and techniques used in machine learning.
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
The Machine Learning Course is a comprehensive and practical introduction to the field of machine learning. Designed for both beginners and those with some prior experience, this course covers the key concepts, algorithms, and techniques used in machine learning. Through a combination of theoretical learning, hands-on coding exercises, and real-world projects, participants will gain a deep understanding of machine learning and its applications.
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 Machine Learning
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Data Preprocessing and Exploration
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Supervised Learning Algorithms
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Unsupervised Learning Algorithms
Unsupervised Learning Algorithms
Model Evaluation and Validation
Model Evaluation and Validation
Neural Networks and Deep Learning
Neural Networks and Deep Learning
Computer Vision
Computer Vision
Model Deployment and Ethics
Model Deployment and Ethics
Advanced Topics and Future Trends
Advanced Topics and Future Trends
Introduction to Machine Learning
Data Preprocessing and Exploration
Supervised Learning Algorithms
Unsupervised Learning Algorithms
Model Evaluation and Validation
Neural Networks and Deep Learning
Computer Vision
Model Deployment and Ethics
Advanced Topics and Future Trends
Skills gained
Skills gained
Key concepts and principles of machine learning.
Proficiency in programming languages.
Ability to preprocess, clean and transform data for machine.
Knowledge of deep learning and neural networks.
Proficiency in tuning hyperparameters.
Key concepts and principles of machine learning.
Proficiency in programming languages.
Ability to preprocess, clean and transform data for machine.
Knowledge of deep learning and neural networks.
Proficiency in tuning hyperparameters.
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.
Possess an undergraduate degree or a high school diploma.
Prerequisites
Knowledge on Statistics and Python programming are required to enroll in the 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
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info
Fall Session
Jun 13, 2025
Register Before
May 16, 2025
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info
Fall Session
Jun 13, 2025
Register Before
May 16, 2025
Remind
Winter Session
Oct 8, 2025
Register Before
Sep 10, 2025
Remind
Winter Session
Oct 8, 2025
Register Before
Sep 10, 2025
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Related programs
Related programs
FAQs
FAQs
About the Instructor?
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 Voucher to take the Official certification?
Are these programs suitable for beginners?
I need help in choosing the correct courses for my job role. Can you assist?
How is the program content structured?
When do I get the MCIT Certificate?
What is the admission Criteria for this Program?
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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