Machine Learning Algorithms Explained.

Alex on Data · Beginner ·🎮 Reinforcement Learning ·1y ago

About this lesson

Master Machine Learning Algorithms in One Video! Are you struggling to understand ML algorithms? This step-by-step guide breaks down key concepts such as Supervised Learning, Unsupervised Learning, Reinforcement Learning, and Deep Learning. What You’ll Learn: ✅ Supervised Learning: Linear/Logistic Regression, Decision Trees, SVM, Random Forest ✅ Unsupervised Learning: k-Means, PCA, Apriori ✅ Deep Learning: CNNs, RNNs, Transformers (BERT, GPT) ✅ Reinforcement Learning: Q-Learning, DQN

Original Description

Master Machine Learning Algorithms in One Video! Are you struggling to understand ML algorithms? This step-by-step guide breaks down key concepts such as Supervised Learning, Unsupervised Learning, Reinforcement Learning, and Deep Learning. What You’ll Learn: ✅ Supervised Learning: Linear/Logistic Regression, Decision Trees, SVM, Random Forest ✅ Unsupervised Learning: k-Means, PCA, Apriori ✅ Deep Learning: CNNs, RNNs, Transformers (BERT, GPT) ✅ Reinforcement Learning: Q-Learning, DQN
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related AI Lessons

⚡
Proximal Policy Optimisation — The Clip That Made Policy Gradients Reliable
Learn how Proximal Policy Optimisation (PPO) makes policy gradients reliable in reinforcement learning
Medium · Machine Learning
 ⚡
Deep Q-Networks — When the Q-Table Won’t Fit
Learn to implement Deep Q-Networks in Python for reinforcement learning problems where the Q-table won't fit, and understand their benefits over traditional Q-learning
Medium · Python
 ⚡
Reward hacking in Reinforcement learning
Learn to identify and fix reward hacking in Reinforcement Learning, a crucial step in ensuring reliable AI decision-making
Medium · LLM
 ⚡
Learning by messing up: A beginner’s tour of Reinforcement Learning
Learn the basics of Reinforcement Learning, from agents and rewards to the Markov property and Gym environments, and start building your own RL projects
Medium · Deep Learning
Up next
Middle Management Meritocracy: Shockingly Naive
iBankerU
Watch →