Getting Started With AI, Machine Learning and Python

Artificial Intelligence has already become an indispensable part of our everyday life, whether when we browse the Internet, shop online, watch videos and images on social networks, and even when we drive a car or use our smartphones. AI is widely used in medicine, sales forecasting, space industry and construction.

Since we are surrounded by AI technologies everywhere, we need to understand how these technologies work. And for such understanding at a basic level, it is not necessary to have a technical or IT education.

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Getting Started With AI, Machine Learning and Python

 

Introduction

 

Introduction to AI

 

History of Artificial Intelligence

 

 

Main Concepts and Algorithms in Machine Learning

 

Difference between AI, Machine learning and Deep Learning

 

Supervised vs Unsupervised Machine Learning

 

Linear Regression. How to predict flat prices in Excel

 

Classification problems in Machine learning

 

Clustering problems in Machine learning

 

 

Python programming

 

 

Python setup. Anaconda distributive.

 

Basic commands in Python

 

If – Else statement

 

While statement

 

Predicting flat prices with linear regression in Python

 

Predicting country’s GDP based on oil prices

 

Predicting survivors from Titanic Classification problem using SVM algorithm

 

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