AI Sciences

Introduction To Instructor

Introduction to Course

Module Introduction

Installing-Importing Libraries

Importing & Visualizing Dataset

Dataset

Feature Label Split

Train Test Split

ML Model

Liner Regression

Model Evaluation

Making Predictions

Quiz

Module Introduction

Data Import Split

Removing Stopwords

Making Word Cloud

Count Vectorizer Explained

Vectorizing Text Feature

Model Implementation & Evaluation

NB Details and Types

Making Predictions

Quiz

Module Introduction

Getting Started with Colab

Loading Data in Colab

Data Visualization

One Hot Encoding

Data Standardization

Deep Learning Explained

Model Architecture

Model Training

Model Evaluation

Making Predictions

Quiz

Module Introduction

Imports and Data Intro

Data Visualization & Analysis

K Means

Model Implementation

Ploting the Centroids

Finding the Optimal Value

Cluster Map

Quiz

Module Introduction

Libraries & Dataset

Data Analysis

Model Training & Evaluation

Heatmap of Predictions