Machine Learning with Python
Excel in machine learning with our Python-driven training. Master data preprocessing, algorithm implementation, model evaluation, and more. Enroll now for hands-on experience in cutting-edge ML techniques and build a portfolio-ready project.
Training Provider Pricing
Pax:
Features
Subsidies
What you'll learn
- Install Python and set up a machine learning environment
- Perform dimensionality reduction to improve model efficiency
- Utilize Scikit-learn for creating sophisticated machine learning classifiers
- Implement classification algorithms using Python libraries
- Understand the core principles of machine learning and its types
- Master data preprocessing techniques for optimal model performance
- Evaluate models rigorously and tune hyperparameters for best results
- Combine multiple models for enhanced predictive power
Why should you attend?
Dive into the transformative world of machine learning with our comprehensive Python course. This program covers a wide array of topics, starting with the foundational concepts and definitions, extending through various types of machine learning such as supervised, unsupervised, and reinforcement learning. You'll gain practical experience with Python's data analysis libraries like pandas and Numpy, and learn to implement classic algorithms including perceptrons and linear classifiers. The course also delves into the use of Scikit-learn for building robust machine learning models, and teaches you how to handle preprocessing tasks effectively. Advanced techniques in dimensionality reduction, model evaluation, hyperparameter tuning, and ensemble learning are made accessible. You'll apply your skills to real-world problems such as sentiment analysis and image recognition using neural networks. By embedding machine learning models into web applications, you'll cap off your learning with a project that showcases your ability to create end-to-end ML solutions.
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Ratings and Reviews
Instructor
Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Instructor
Dr. Mohammed Al-Obaydee is a distinguished trainer, academic, and industry expert with a robust background in computer science and engineering. Born on June 6, 1981, he holds Iraqi nationality and is proficient in Arabic, English, and Malay. Dr. Mohammed Al-Obaydee's academic journey began with a Bachelor’s degree in Electrical and Electronic Engineering from the University of Technology in 2004, followed by a Master’s degree in Computer Science from High Academia for Science and Human Science in 2007. He earned his Ph.D. in Information Science from Universiti Kebangsaan Malaysia (UKM) in 2016. Dr. Mohammed Al-Obaydee has been actively involved in academia as an Adjunct Associate Professor at Taylor’s University Lakeside Campus since August 2022, where he supervises master students and lectures on subjects such as Machine Learning, Parallel Computing, Data Analytics, and Data Engineering. His previous teaching roles include positions at KICT/IIUM and Philadelphia University Jordan, where he taught advanced topics like Advanced Data Structure with C++ and Program Analysis Techniques. In addition to his academic endeavors, Dr. Mohammed Al-Obaydee is a seasoned professional trainer certified by HRD Corp. He has delivered numerous training sessions on Data Science and Analytics as well as Applied AI Engineering at institutions like Brickfields Asia College/Veritas University College since September 2020. His expertise extends to industry projects such as building customer segmentation models for Amway Malaysia and providing training consultations for major corporations like OCBC Bank, HSBC Bank, Hitech Padu, EtiQa, and DELL Malaysia. Dr. Mohammed Al-Obaydee is also an accomplished researcher with several publications to his name, including award-winning papers presented at international conferences like ACSAT2014 and ITNG 2023. His research interests focus on machine vision inspection using combined global and local features, MRI medical image classification using deep learning techniques, and information overload effects. As the founder of INNOEYETIVE and AIC4ALL, Dr. Mohammed Al-Obaydee leverages AI and immersive technologies to enhance digital marketing strategies and educational experiences globally. His leadership roles extend to being the Head of IT and Marketing Department at Yallelite LTD in the UK since May 2019 and leading the Multimedia Department at Al-Wariseen Trust in Malaysia since July 2009. With over two decades of experience spanning academia, industry training, research supervision, and entrepreneurial ventures, Dr. Mohammed Al-Obaydee continues to make significant contributions to the fields of data science, artificial intelligence, machine learning, big data analytics, and immersive technology.
Course Reviews
The course does add all the skills mentioned. The content is good with thoughtful exercises. Definitely a good starting point for Machine Learning. Can recommend this course if you are new to any of the skills.
The course does add all the skills mentioned. The content is good with thoughtful exercises. Definitely a good starting point for Machine Learning. Can recommend this course if you are new to any of the skills.
Very well taught course. A lot of knowledge provided in an interactive manner and it wasn't overwhelming.
Why should you attend?
Dive into the transformative world of machine learning with our comprehensive Python course. This program covers a wide array of topics, starting with the foundational concepts and definitions, extending through various types of machine learning such as supervised, unsupervised, and reinforcement learning. You'll gain practical experience with Python's data analysis libraries like pandas and Numpy, and learn to implement classic algorithms including perceptrons and linear classifiers. The course also delves into the use of Scikit-learn for building robust machine learning models, and teaches you how to handle preprocessing tasks effectively. Advanced techniques in dimensionality reduction, model evaluation, hyperparameter tuning, and ensemble learning are made accessible. You'll apply your skills to real-world problems such as sentiment analysis and image recognition using neural networks. By embedding machine learning models into web applications, you'll cap off your learning with a project that showcases your ability to create end-to-end ML solutions.
What you'll learn
- Install Python and set up a machine learning environment
- Perform dimensionality reduction to improve model efficiency
- Utilize Scikit-learn for creating sophisticated machine learning classifiers
- Implement classification algorithms using Python libraries
- Understand the core principles of machine learning and its types
- Master data preprocessing techniques for optimal model performance
- Evaluate models rigorously and tune hyperparameters for best results
- Combine multiple models for enhanced predictive power
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Course Reviews
The course does add all the skills mentioned. The content is good with thoughtful exercises. Definitely a good starting point for Machine Learning. Can recommend this course if you are new to any of the skills.
The course does add all the skills mentioned. The content is good with thoughtful exercises. Definitely a good starting point for Machine Learning. Can recommend this course if you are new to any of the skills.
Very well taught course. A lot of knowledge provided in an interactive manner and it wasn't overwhelming.
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Dr. Mohammed Al-Obaydee is a distinguished trainer, academic, and industry expert with a robust background in computer science and engineering. Born on June 6, 1981, he holds Iraqi nationality and is proficient in Arabic, English, and Malay. Dr. Mohammed Al-Obaydee's academic journey began with a Bachelor’s degree in Electrical and Electronic Engineering from the University of Technology in 2004, followed by a Master’s degree in Computer Science from High Academia for Science and Human Science in 2007. He earned his Ph.D. in Information Science from Universiti Kebangsaan Malaysia (UKM) in 2016. Dr. Mohammed Al-Obaydee has been actively involved in academia as an Adjunct Associate Professor at Taylor’s University Lakeside Campus since August 2022, where he supervises master students and lectures on subjects such as Machine Learning, Parallel Computing, Data Analytics, and Data Engineering. His previous teaching roles include positions at KICT/IIUM and Philadelphia University Jordan, where he taught advanced topics like Advanced Data Structure with C++ and Program Analysis Techniques. In addition to his academic endeavors, Dr. Mohammed Al-Obaydee is a seasoned professional trainer certified by HRD Corp. He has delivered numerous training sessions on Data Science and Analytics as well as Applied AI Engineering at institutions like Brickfields Asia College/Veritas University College since September 2020. His expertise extends to industry projects such as building customer segmentation models for Amway Malaysia and providing training consultations for major corporations like OCBC Bank, HSBC Bank, Hitech Padu, EtiQa, and DELL Malaysia. Dr. Mohammed Al-Obaydee is also an accomplished researcher with several publications to his name, including award-winning papers presented at international conferences like ACSAT2014 and ITNG 2023. His research interests focus on machine vision inspection using combined global and local features, MRI medical image classification using deep learning techniques, and information overload effects. As the founder of INNOEYETIVE and AIC4ALL, Dr. Mohammed Al-Obaydee leverages AI and immersive technologies to enhance digital marketing strategies and educational experiences globally. His leadership roles extend to being the Head of IT and Marketing Department at Yallelite LTD in the UK since May 2019 and leading the Multimedia Department at Al-Wariseen Trust in Malaysia since July 2009. With over two decades of experience spanning academia, industry training, research supervision, and entrepreneurial ventures, Dr. Mohammed Al-Obaydee continues to make significant contributions to the fields of data science, artificial intelligence, machine learning, big data analytics, and immersive technology.
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