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Are you a web developer and want to switch to machine learning and data-science?
Here's how you can do it.
Here's how you can do it.
Should I learn Python?Yes, Despite many machine learning tools which were written for python are now being ported over to JavaScript, the Python Data-science community is more mature and learning python isn't all that tough.
An overview of the frameworks you'll be working with https://twitter.com/PrasoonPratham/status/1310103650002378752?s=20
Follow this free course. https://twitter.com/PrasoonPratham/status/1310185405937901572?s=20
Primer on Activation functions https://twitter.com/PrasoonPratham/status/1310236556007858181?s=20
Use Google Collab to write your Machine Learning Code. https://twitter.com/PrasoonPratham/status/1310173969325027328?s=20
Solve Machine learning challenges on KaggleKaggle is the Data-Science/Machine Learning hub where you can participate in competitions, consider it as the place where you make projects.
Start with this challenge
https://www.kaggle.com/c/titanic
Beautifully written solution for the titanic challenge by @svpino, highly recommend going through it. https://colab.research.google.com/github/svpino/machine-learning/blob/master/titanic.ipynb
Along the way you will also have to learn some math, this course from Khan Academy will help you out. https://www.khanacademy.org/math/precalculus
Let's say you still don't like Python, here are a list of Js equivalents for the Python machine learning tools. https://twitter.com/PrasoonPratham/status/1310286332522934272?s=20
https://twitter.com/PrasoonPratham/status/1310286332522934272?s=20
Another thread on Machine Learning using JavaScript https://twitter.com/PrasoonPratham/status/1306492684622639104?s=20