Curriculum
YouTube 5 Days Webinar in Machine Learning
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Day-1 | Introduction to A.I & Machine Learning
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Day-2 | Exploring Various Python Notebooks
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Day -3 | Sale Prediction using LOGISTIC REGRESSION
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Day - 4 | Salary estimation using K-NEAREST NEIGHBOUR
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Day-5 | Handwritten Digit Recognition using SUPPORT VECTOR MACHINE CLASSIFIER
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Day - 6 | Titanic Survival prediction using NAIVE BAYES
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Day - 7 | Plant leaf Iris detection using DECISION TREE
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Day - 8 | Digit recognition using RANDOM FOREST
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Day - 9 | Evaluating Classification model Performance
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Day-10 | Breast Cancer Detection using various ML Algorithm - Evaluation
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Day-11 | House price prediction using Linear Regression Single Variable
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Day-12 | Exam mark prediction using LINEAR REGRESSION - MULTIPLE VALUES
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Day-13 | Salary Prediction using POLYNOMIAL REGRESSION
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Day - 14 | Stock Price Prediction using SUPPORT VECTOR REGRESSION
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Day - 15 | Height Prediction using DECISION TREE REGRESSION
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Day - 16 | Car Price Prediction using RANDOM FOREST REGRESSION
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Day - 17 | Evaluating Regression Model Using R-Squared & Adjusted R-Squared
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Day - 18 | Regression Model Selection for Engine Energy prediction
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Day - 19 | Income Spent Clustering using K-Means
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Day - 20 | Income & Spent Analysis using Hierarchical Clustering
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Day - 21 | Clustering Plant Iris Using Principal Component Analysis
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Day - 22 | Movie Recommendation System Using Singular Value Decomposition
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Day - 23 | Market Basket Analysis using APIRIORI
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Day - 24 | Market Basket Analysis using ECLAT
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Day - 25 | Web Ad Optimization using Upper Confidence Bound - Reinforcement Learning
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Day - 26 | Sentimental Analysis using Natural Language Processing
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Day - 27 | Breast Cancer tumor Detection using XGBOOST
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Day - 28 | Introduction to Deep Learning & Diabetes detection using Simple Neural Network
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Day - 29 | Covid-19 Detection using CNN
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Day-30 | A.I Snake Game using REINFORCEMENT LEARNING
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30 Days Challenge
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