Machine Learning 01 | Introduction To Machine Learning | DA | GATE Crash Course

Begin your GATE DA crash course with a solid introduction to Machine Learning, tailored for Data Science and Artificial Intelligence aspirants! This video covers the fundamentals of Machine Learning, including supervised learning techniques such as regression and classification, key algorithms like support vector machines, decision trees, and neural networks, as well as an overview of unsupervised learning methods like clustering and dimensionality reduction. Understand essential ML concepts, their practical applications, and how they fit into the GATE DA syllabus, setting a strong foundation for approaching complex problems in the exam. 📕 𝐁𝐚𝐭𝐜𝐡/𝐂𝐨𝐮𝐫𝐬𝐞 𝐋𝐢𝐧𝐤𝐬:- Mission ISRO CSE - https://www.geeksforgeeks.org/courses... Mission ISRO ECE - https://www.geeksforgeeks.org/courses... GATE 2026 CS & IT Test Series Link - https://www.geeksforgeeks.org/courses... GATE 2026 DA Test Series Link - https://www.geeksforgeeks.org/courses... GATE Rank Booster With Expert - Curated Questions - https://practice.geeksforgeeks.org/co... All courses - https://www.geeksforgeeks.org/courses... GATE SPL. Combo Course - CSIT + DA 2026 (Combo course) - https://www.geeksforgeeks.org/courses... (With Placement Prep) - https://www.geeksforgeeks.org/courses... GATE CSE Weekday (2026) - https://www.geeksforgeeks.org/courses... (2027) - https://www.geeksforgeeks.org/courses... (2028) - https://www.geeksforgeeks.org/courses... GATE CSE Weekend (2026) - https://www.geeksforgeeks.org/courses... GATE CSIT With Placement Preparation Complete Course (2026) - https://www.geeksforgeeks.org/courses... (2027) - https://www.geeksforgeeks.org/courses... (2028) - https://www.geeksforgeeks.org/courses... GATE SPL. Combo Course - CSIT + DA (2027) - https://www.geeksforgeeks.org/courses... (2027 + Placement Prep.) - https://www.geeksforgeeks.org/courses... (2028) - https://www.geeksforgeeks.org/courses... (2028 + Placement Prep.) - https://www.geeksforgeeks.org/courses... Gate CSE Semester & Placement Preparation (2027) - https://www.geeksforgeeks.org/courses... (2028) - https://www.geeksforgeeks.org/courses... For any query visit https://www.geeksforgeeks.org/courses... Or reach us at +91-08069289001 Timestamps: 00:00:00 Introduction 0:14:50 What Is Machine Learning? 0:31:58 Supervised Learning 0:34:20 Un - Supervised Learning 0:43:22 Regression 01:25:30 Performance Metrics Of Regression RECOMMENDED CHANNELS FOR YOU: GeeksforGeeks GATE -    / @gfg_gate   GeeksForGeeks GATE EE/EC/IN -    / @gfg_ec_ee_in   📚 Stay tuned for more Maha Marathon sessions on all GATE topics! 💬 Don't forget to comment your doubts and feedback! 👉 Subscribe to our channel for more GATE preparation content and hit the 🔔 to never miss an update! 👍 Like | 🔄 Share | 📢 Spread the word #MachineLearning #GATEDA #DataScience #ArtificialIntelligence #GATE2026 #SupervisedLearning #UnsupervisedLearning #Regression #Classification #Clustering #NeuralNetworks #MLEssentials #MachineLearningByParthSir #GATEForMachineLearning #MacgineLearningForGATE #MLByParthSir #GfG #GfGEnglish #GATEEnglish #GfGGATEEnglish