AIML, Artificial Intelligence

Artificial Intelligence and Data Science

Instructor

prajwal

2 Students enrolled

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Introduction To AI/ML

1

What is AI, ML, DL

Text lesson
2

Python installation & setup

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Text lesson
3

Python syntax & variables

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Text lesson

Python Basic

List and Tuples

Sets & Dictionaries

Conditional statements

Loops

Functions

Mini Project

21

Student Marks Analyzer

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Text lesson

NumPy

Pandas

Matplotlib

Data visualization

Mini Project

39

Sales Data Analysis

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Text lesson

Machine Learning

Math for Machine Learning

Probability

Assignment + Quiz

Data Preprocessing & EDA

Mini Project

61

Customer Churn Analysis

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Text lesson

ML Fundamentals

Scikit-learn

69

Scikit-learn introduction

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Text lesson

Evaluation metrics

70

Evaluation metrics (MAE, RMSE)

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Text lesson

Project

71

House Price Prediction

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Text lesson

Regression

Classification

Project

83

Spam Email Classifier

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Text lesson

Project

84

Customer Segmentation

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Text lesson

Unsupervised Learning

DEEP LEARNING

Neural Networks

Mini Project

104

Build first neural network

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Text lesson

CNN & RNN

Mini Project

111

Image Classifier / Sentiment Analysis

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Text lesson

Computer Vision

Mini Project

118

Face Mask Detection / OCR

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Course details

Lectures 117

Assignments 1

Level Intermediate

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Working hours

Monday	10:00 am - 9:00 pm
Tuesday	10:00 am - 9:00 pm
Wednesday	10:00 am - 9:00 pm
Thursday	10:00 am - 9:00 pm
Friday	10:00 am - 9:00 pm
Saturday	10:00 am - 9:00 pm
Sunday	Closed

Artificial Intelligence and Data Science

prajwal

Category:

AIML

Artificial Intelligence

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