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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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 setup. Anaconda distributive.
Basic commands in Python
If – Else 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