Tuesday, July 23, 2024

Top Free Resources To Learn Artificial Intelligence

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Tanvi Gupta
Tanvi Gupta
As a seasoned professional, I excel in business intelligence, digital marketing, content writing, and market analysis. My data-driven approach fuels growth and optimizes performance across industries. I craft compelling content that resonates with audiences, and my market analysis provides strategic insights. Committed to innovation and excellence, I consistently deliver results that exceed expectations. Need help with digital marketing, content writing, data or market analysis? Fiverr Profile

So you want to learn Artificial Intelligence but not sure where to start? Before we go through the list of free resources to learn A.I. lets go through some basics about Artificial Intelligence.

What is Artificial Intelligence?

Artificial Intelligence is exactly what it sounds like i.e. intelligence which is not natural. It’s the decision making capabilities demonstrated by machines. This intelligence in machines is developed either through supervised learning or unsurprised learning.

Example of supervised learning includes Classification of something into a class based on learning done of training dataset. Let’s saying if we label pics of humans and animals and let computer train process these pics and labels. Now based on this training, computer should be able to predict if a particular image is of a human or an animal.

Example of unsupervised learning is clustering or grouping of data based on certain behaviours or categorization or pattern. Spam filter logic in email is example of unsupervised learning by computer to separate genuine emails from spams emails.

Real life examples of Artificial Intelligence

  • Use of Robots in warehouse to transport and organize packages.
  • Chat bots
  • Fraud detection used by banks and insurance firms
  • Disease detection
  • Products recommendation

Top technologies & frameworks related to A.I.\Machine Learning\Deep Learning

  • Tensorflow
  • Caffe
  • Theano
  • Keras
  • Torch
  • Scikit-learn

Okay then! All of this is good but where is my list of free resources to learn Artificial Intelligence? …There you go..

1.Fast.AI

2. DeepLearning.AI

3. Machine Learning Crash Course by Google

4. Introduction to Artificial intelligence by Udacity

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5. Google AI

6. Intro to TensorFlow for Deep Learning by Udacity

7. Machine Learning by Stanford (highly recommended)

8. Microsoft AI School

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