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
3. Machine Learning Crash Course by Google
4. Introduction to Artificial intelligence by Udacity
5. Google AI
6. Intro to TensorFlow for Deep Learning by Udacity
7. Machine Learning by Stanford (highly recommended)
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