Day 04 - Pandas Library

Attendance - https://forms.gle/wQy3CoBF6Gq7fnDy6 Exclusive 1 Month Internship on Machine learning Fee: Rs.1999 | Discount Fee: Rs.799 Registration link - https://rzp.io/l/CH5RwjOIo *In this Internship you will get,* 👉 All Recording videos 👉 All PPTs are downloadable 👉 Download 7 Projects code 👉 VIP Group for clarification 👉 Hackathon session 👉 Don't need Attendance for Internship 👉 Internship/participation certificate *LAST DATE TO REGISTER FOR THE INTERNSHIP - 15.06.2024* ------------------------------------------------------------------------------------------------------------ *4 IN 1 BUNDLE COMBO OFFER* Fee: Rs.2999 | Discount Fee: Rs.1299 Registration link - https://rzp.io/l/c7aUT6QzF *MACHINE LEARNING + ADVANCED PYTHON + PYTHON PROGRAMMING + AWS(MLOps)* *In this Internship you will get,* 👉 90 Days of sessions 👉 3 Internship Certification 👉 Download Project codes 👉 Downloadable Presentations 👉 Internship Confirmation Letter 👉 4 Hackathon session 👉 Community Groups *LAST DATE TO REGISTER FOR THE COMBO - 15.06.2024* Machine Learning Masterclass Agenda 21 Days Day - 1 : Introduction, Python Installation, Syntax, variables, data types Day - 2 : Overview of Python Programming Day - 3 : Machine learning introduction, pathway, data collection Day - 4 : Pandas Library Day - 5 : Exploratory data analysis project - Olympics Dataset Day - 6 : Visualization with Matplotlib & Seaborn Library Day - 7 : Exploratory data analysis project with pandas & visualization libraries Day - 8 : scikit-learn library : Scaling, encoding, handling null values Day - 9 : scikit-learn library : Outlier detection & handling, imbalanced dataset Day - 10 : scikit-learn library : train test split, feature selection Day - 11 : Machine learning algorithms : linear model, support vector machines Day - 12 : Hyperparameter optimization, Metrics Day - 13 : Machine learning classification project - Credit card fraud detection Day - 14 : Machine learning classification project - Customer Churn Prediction Day - 15 : Machine learning Regression project - Calories burnt prediction Day - 16 : Machine learning Regression project - Rainfall prediction Day - 17 : Unsupervised learning Introduction - KMeans, DBSCAN, Hierarchical Day - 18 : Unsupervised learning Project - Spotify music clustering Day - 19 : Anomaly detection Algorithm and Project - Credit card fraud detection Day - 20 : Reinforcement Learning Introduction Day - 21 : Reinforcement learning project - AI player for Mario Game