Logistic Regression Implementation - Unique Schooling

Logistic Regression Implementation - Unique Schooling

Advanced Machine Learning & Data Science Logistic Regression Implementation

Advanced Machine Learning & Data Science

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Introduction

Introduction to Machine Learning

Video - 19:42 mins

Uploading Datasets

Video - 22:10 mins

Expository Data Analysis

Video - 33:54 mins

Linear Regression

Linear Regression Single variable

Video - 34:11 mins

Linear Regression

Video - 43:58 mins

Linear Regression Multiple Variable

Linear Regression Multiple Variable and K fold cross validation

Video - 32:01 mins

Ridge and Lasso Regression, Overfitting, Underfitting, Bias, Variance

Video - 19:15 mins

Car Price Prediction

Logistic Regression

Logistic Regression Theory

Video - 24:54 mins

Logistic Regression Implementation

Video - 14:53 mins

Car & Admission Predictio

Naive Bayes

Video - 35:35 mins

Naive Bayes Python Implementation

Video - 26:47 mins

K-Nearest Neighbors (KNN

KNN Theory Explaination

Video - 23:12 mins

KNN Implementation

Video - 33:35 mins

Support Vector Machine(SVM)

Video - 15:07 mins

SVM Python Implementation

Video - 9:30 mins

Decision Tree

Decision Tree Theory

Video - 34:29 mins

Decision Tree Implementation

Video - 21:40 mins

Ensemble Learning

Ensemble Learning Theory Bagging, Boosting, Random Forest and Adaboost

Video - 29:52 mins

Ensemble Learning Implementation

Video - 23:12 mins

Handling imbalanced dataset

How to handle imbalanced dataset

Video - 18:42 mins

Unsupervised Learning

K Means Clustering Theory:Duration

Video - 26:07 mins

K Means Clustering Python Implementation for Iris and Stroke Prediction Dataset

Video - 8:02 mins

K Means Clustering Python Implementation

Video - 8:30 mins

DB Scan

Video - 10:42 mins

Video - 18:31 mins

Dimentionally Reduction

Principal Component Analysis Theory Part 1

Video - 28:45 mins

Principal Component Analysis Theory Part 2

Video - 9:00 mins

Principal Component Analysis Python Implementation

Video - 11:21 mins

REinforcement learning

Reinforcement Learning

Video - 26:50 mins

Deep Learning

Introduction to Deep Learning

Video - 25:35 mins

Introduction to Deep Learning Code

Video - 20:41 mins

Final Projects

Final Project Part 1 Data Analysis

Video - 59:28 mins

Final Project Part 2 Machine Learning

Video - 38:05 mins

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