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Beginner's Corner

Getting a brief Overview

Plenty of resources, but what to do? Don't worry! We're here for your rescue.

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AI for beginners can be bifurcated into two parts -> 1) Machine Learning

                                                                                     2) Deep Learning (Computer Vision, NLP, Audio)

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However, let's begin with understanding the type of tasks.

* Tabular Datasets, it is Machine Learning (using sklearn or statsmodels) or it is Exploratory Data Analysis (Data Visualization).

* Images or Videos, this would be considered as Computer Vision Task. Computer Vision is usually solved with the help of Deep Learning.

* Text Data, you are presumably performing NLP Tasks which again is performed with the help of Deep Learning Frameworks.

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Check out the following YouTube videos

It all starts with Neural Networks and ends at Transfer Learning!

                                                            - Data Scientists

Computer Vision

Machine Learning

Natural Language Processing

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