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
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My journey in the field of Data Science and suggestions to my younger self How I got into Data Science (Candid and Atypical)
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Suggestions to a Computer Vision Beginner. New to Computer Vision? Checkout my journey
It all starts with Neural Networks and ends at Transfer Learning!
- Data Scientists
Computer Vision
Machine Learning
Natural Language Processing