Types of Machine Learning Explained: Supervised, Unsupervised & Reinforcement Learning скачать в хорошем качестве

Types of Machine Learning Explained: Supervised, Unsupervised & Reinforcement Learning

Learn the three main types of Machine Learning with real-world examples and practical applications. ​ What You'll Learn: The three types of ML: Supervised, Unsupervised, and Reinforcement Learning ​- Supervised Learning: learning with labeled data like a student with an answer key ​- Classification vs Regression: predicting categories vs numerical values ​- Unsupervised Learning: finding hidden patterns in unlabeled data ​- Clustering and Dimensionality Reduction techniques ​- Reinforcement Learning: learning by trial and error with rewards and penalties ​- Key components: Agent, Environment, Actions, and Rewards ​- When to use each type of Machine Learning ​ ▬▬▬▬▬▬ 🙍🏻‍♂️ Support this Channel by becoming YouTube Member ▬▬▬▬▬▬ Join Here:    / @dheeraj-choudhary   ➡️ Like 👍 if this helps ➡️ Subscribe 🔔 to learn more about Docker Essentials ➡️ Drop your questions in the comments 💬 ------------------------------------------------------------------------------------------------------------------------ Timestamps: 0:00 - Introduction to ML Types 2:00 - Quick Overview of Three Types 3:30 - What is Supervised Learning 6:15 - Classification vs Regression 8:45 - Supervised Learning Examples 11:00 - What is Unsupervised Learning 13:30 - Clustering and Dimensionality Reduction 15:45 - Unsupervised Learning Examples 18:00 - What is Reinforcement Learning 20:30 - RL Key Components 22:45 - Reinforcement Learning Examples 25:00 - Comparing All Three Types 27:15 - When to Use Each Type ----------------------------------------------------------------- 🔗 Follow me and grow together with like-minded builders 📲 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐨𝐧 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧:   / dheeraj-choudhary   📽 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 : https://tinyurl.com/DheerajChoudharyA... 📰 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐍𝐞𝐰𝐬𝐥𝐞𝐭𝐭𝐞𝐫: https://techinsightneuron.com/subscribe ------------------------------------------------------------------------------------------------------------------------ #dheerajchoudharyailab #dheerajchoudhary #cloudcomputing #deeplearning #artificialintelligence #machinelearning #generativeai #llm #aws #ai #ml #TechInsightNeuron