Uploaded August 2026 | Updated September 2026, 2 weeks ago

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In this video, Machine Learning using Python Full Course 2026, you’ll learn how to build, train, and evaluate machine learning models from scratch using Python. This complete beginner-to-advanced course covers Python fundamentals, essential libraries (NumPy, pandas, Matplotlib, scikit-learn), supervised and unsupervised learning, regression, classification, clustering, model evaluation, and real-world ML projects.

You’ll start with Python basics and statistics refresher, then move into data preprocessing, feature engineering, and the full machine learning workflow. The course includes hands-on implementations of linear regression, logistic regression, decision trees, random forest, KNN, Naive Bayes, SVM, and K-Means clustering, along with cross-validation, regularization, hyperparameter tuning, and ML pipelines.

By the end of this tutorial, you’ll have the practical skills to build predictive models, optimize performance, and apply machine learning to real-world problems in business, analytics, and AI-driven systems.

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➡️ About the Microsoft AI Engineer Program

The Microsoft AI Engineer Program is designed to equip you with the skills to build and deploy AI solutions. Gain a comprehensive understanding of generative AI, machine learning, and cloud-based AI tools through projects that simulate real-world scenarios and industry needs.

Key Features:

✅ Completion Certificate: Earn a joint certificate from Microsoft and Simplilearn
✅ Microsoft Learn Badge: Unlock official badges on the Microsoft Learn portal
✅ Beginner-Friendly Learning: Access a comprehensive curriculum with an optional module covering programming fundamentals
✅ 140+ Hours of Live Training: Learn from industry experts through interactive sessions
✅ Hands-On AI Development: Work on 25+ projects, guided practices and a capstone to showcase your skills
✅ AI-900 Exam Preparation: Get in-depth training for the Microsoft Azure AI Fundamentals certification
✅ Expert-Led Masterclasses: Learn directly from Microsoft experts via live online sessions
✅ Industry-Leading Tools: Gain expertise in Azure OpenAI, Copilot, PyTorch, and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ AI & ML Specialization: Explore machine learning, deep learning, and prompt engineering

Skills Covered
✅ Python
✅ Data Science
✅ Machine Learning
✅ Deep Learning
✅ Azure
✅ Generative AI
✅ Prompt Engineering
✅ NLP
✅ Transformers

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