MACHINE LEARNING IN 5 MONTH FOR BEGINNERS | STEPS TO FOLLOW

Machine Learning is one of the hottest fields to get into now as biggest organizations are working on it to help humanity and create expert solution. Basically machine learning is a subset of Artificial Intelligence. Don't know what is AI no need to worry I am here to help you AI is basically a set of algorithms and instructions based on a big data sets thatares given to a machine to understand different situations by itself  and then to give the most possible accurate solution of it.AI has revolutionized the problem solving by making it easy as no one ever thought before.The circle of relation between AI and ML is given below is a picture that's make it easy to understand

The impact of AI in going to be huge in the next few years so here is the economic impact of AI in globe by 2030 :

So, the question I get asked the most by far is that who could I get started with machine learning. I have compiled a 5 month curriculum which will take you from absolute beginner to expert in the art of machine learning.

Month 1

Week 1,2 Linear Algebra

https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_abhttps://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/

Week 3 Calculus

https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr

Week 4 Essential Math for Machine Learning: Python Edition

https://www.edx.org/course/essential-math-for-machine-learning-python-edition-3

Month 2

Week 1,2,3 Probability

https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2

Week 4 Algorithms

https://www.edx.org/course/algorithm-design-analysis-pennx-sd3x

Month 3

Week 1

Principles of Machine Learning: Python Edition

https://www.edx.org/course/principles-of-machine-learning-python-edition-3

OR Principles of Machine Learning: R Edition

https://www.edx.org/course/principles-of-machine-learning-r-edition-3

Maths for ML every Algorithm and Model

https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D

Week 2

Intro to ML (Udacity) https://eu.udacity.com/course/intro-to-machine-learning--ud120

Week 3-4

ML Project Ideas https://github.com/NirantK/awesome-project-ideas

Month 4

Week 1,2

Machine Learning with Python: from Linear Models to Deep Learning

https://www.edx.org/course/machine-learning-with-python-from-linear-models-to-deep-learning

Week 3,4

Intro to TensorFlow for Deep Learning byTensorFlow

https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187

Month 5

Week 1,2

Deep Learning with Tensorflow

https://www.edx.org/course/deep-learning-with-tensorflow

Week 3-4

Re-implement DL projects from Siraj Raval's github https://github.com/llSourcell?tab=repositories

REGARDS,
SAAD FROM SH TECH