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AI and Machine Learning Basics
Dr. AI
Machine Learning Researcher
Published
Feb 03, 2026
Explore the fascinating world of artificial intelligence and how to build intelligent systems.
What You'll Learn
1
What is Artificial Intelligence?
Understand the difference between AI, Machine Learning, and Deep Learning.
2
Supervised vs. Unsupervised Learning
Learn the two main types of machine learning and their applications.
3
Introduction to Neural Networks
Discover the building blocks of modern AI and how they mimic the human brain.
4
Working with Data for ML
Learn about data cleaning, feature engineering, and splitting data into training and test sets.
5
Linear and Logistic Regression
Master the foundational algorithms for prediction and classification.
6
Natural Language Processing (NLP)
Explore how computers understand and generate human language.
7
Computer Vision Basics
Learn how AI systems can see and interpret images and videos.
8
Ethics in AI
Understand the importance of fairness, transparency, and bias in AI development.
9
Popular AI Tools and Libraries
Introduction to TensorFlow, PyTorch, and Scikit-learn.
10
The Future of AI
A look at emerging trends and the impact of AI on various industries.