FREE 21 DAYS MACHINE LEARNING MASTER CLASS - Free Online Webinar (10th June 2024 - 30th June 2024 ) | YouTube: Live | Time: 7.00PM - 7.45PM IST)

Registration form for 21 DAYS CHALLENGE ON MACHINE LEARNING MASTER CLASS
The Objective of this Webinar Series is to facilitate the participants to get cognizance of the concepts dealt with for substantial utilization of the same into studying, teaching, Research work, and Upgrading.

Date: 10.06.2024 - 30.06.2024   | YouTube : Live | Time: 7.00PM - 7.45PM IST

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
(population dataset)
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
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