Machine Learning 02 | Performance Metrics | GATE 2026 Machine Learning Crash Course

📝 Download Free Notes: https://unacademy.com/content/gate/cs... 👉 GATE Prep at flat 50% off and Double the Validity Free* | Offer Ends Tonight https://unacademy.onelink.me/nWi1/cwt... 👉 GATE CSIT Iconic Pro Subscription : https://unacademy.onelink.me/nWi1/3ak... 👉 Join Telegram Channel for GATE 2026 Crash Course: https://t.me/GATECSDACRASHCOURSE ✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦ 🔥 GATE 2026 Machine Learning Crash Course – Lecture 2 (Performance Metrics) 📘 Session by Sridhar Dhulipla Sir Performance Metrics are one of the most important and scoring topics in Machine Learning for GATE 2026. In this lecture, Sridhar Dhulipla Sir explains Machine Learning Performance Metrics from basics to advanced level, exactly as required for GATE CS & IT exam. This session is part of the GATE 2026 Machine Learning Crash Course, specially designed for aspirants targeting top ranks, PSUs, and M.Tech admissions in IITs, IISc, and NITs. 📌 Topics Covered in This Lecture: ✔ Confusion Matrix ✔ Accuracy, Precision, Recall ✔ F1 Score ✔ ROC Curve & AUC ✔ True Positive, False Positive ✔ Performance Evaluation for Classification Models ✔ GATE PYQ-oriented explanation ✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦ 📕 𝐁𝐚𝐭𝐜𝐡/𝐂𝐨𝐮𝐫𝐬𝐞 𝐋𝐢𝐧𝐤𝐬: Start Date: 13th Dec'25 ➡ Foundation : Batch for GATE & PSUs 2028 - CSIT - 12.0 https://unacademy.com/batch/foundatio... ➡ Dronacharya : Batch for GATE, ESE & PSUs 2027 - CSIT - 4.0 https://unacademy.com/batch/dronachar... ✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦ 👉Starters Kit for GATE 2027 & 2028 - DSAI subscription https://unacademy.com/goal/gate-csit-... 👉Starters Kit for GATE 2027 & 2028 - CSIT subscription https://unacademy.com/goal/gate-csit-... 👉GATE PYQs Test Series : (DS & AI Engineering) subscription https://unacademy.com/goal/gate-csit-... 👉GATE PYQs Test Series (CS & IT Engineering) subscription https://unacademy.com/goal/gate-csit-... 👉All in one practice program batch - CS & IT - 2.0 subscription https://unacademy.com/goal/gate-csit-... 👉Crash Course for GATE & PSUs 2026 - CSIT subscription https://unacademy.com/goal/gate-csit-... 👉Crash Course for GATE & PSUs 2026 - DS & AI - 2.0 subscription https://unacademy.com/goal/gate-csit-... 👉Elevate 2.0 Batch by Pankaj Sharma sir https://unacademy.com/goal/gate-csit-... 📖 DSAI Book every aspirant needs – now on Unacademy Store & Amazon, limited-time offer at just ₹999! 🔸 Unacademy Store: https://unacademy.com/goal/-/NVLIA/su... 🔸 Amazon: https://www.amazon.in/dp/9359511609 👉Airlearn App Download now: https://play.google.com/store/apps/de... ✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦✦ You can enroll in Unacademy Subscription and get the following benefits: ✅ Learn from India's Top Educators ✅ Dedicated DOUBT Solving Sessions ✅ Unlimited Access to Live Online Classes and Videos ✅ Real-time interaction with expert teachers ✅ Limited students in each class for better focus ✅ Download videos & watch them offline ✅ Access to Unlimited Mocks and Test Series ------------------------------------------------------------------- ▶ Unacademy App/Website: https://unacademy.com/goal/gate-csit-... https://unacademy.com/goal/gate-csit-... ▶ Unacademy Store: https://unacademy.com/goal/gate-csit-... https://unacademy.com/goal/gate-csit-... 📌 For any queries, call us on: 8585858585 🔔 Don’t forget to LIKE, SHARE, and SUBSCRIBE for career guidance and exam preparation #GATE2026 #GATE2027 #MachineLearning #PerformanceMetrics #GATE2026 #GATECS #GATEIT #GATEMachineLearning #MLForGATE #ConfusionMatrix #PrecisionRecall #F1Score #ROC #AUC #MLCrashCourse #SridharDhuliplaSir #GATE2027 #DataScienceForGATE #AIForGATE #UnacademyGATE #GATEPreparation #GATEExam