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.
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 Kaggle
Kaggle 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
Kaggle 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
Another thread on Machine Learning using JavaScript https://twitter.com/PrasoonPratham/status/1306492684622639104?s=20