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Alok Yadav's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

20-ml-algorithms-from-start-to-finish icon 20-ml-algorithms-from-start-to-finish

I want to solve a popular machine learning Data-set as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template to deal with machine learning problems.

50-days-of-ml icon 50-days-of-ml

A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects

a-comprehensive-deep-learning-workflow-with-python icon a-comprehensive-deep-learning-workflow-with-python

This tutorial demonstrates the basic workflow for Deep Learning.You should be familiar with basic linear algebra,Python and the Jupyter Notebook editor. It also helps if you have a basic understanding of Machine Learning and classification.

a-comprehensive-ml-workflow-for-regression-methods icon a-comprehensive-ml-workflow-for-regression-methods

This is a comprehensive ML workflow for regression methods, I have tried to help Fans of Machine Learning with how to face machine learning regression problems. and I think it is a great opportunity for who want to learn machine learning workflow with python completely.

a3c_trading icon a3c_trading

Trading with recurrent actor-critic reinforcement learning

ai_curriculum icon ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

amazon_sentiment_nlp icon amazon_sentiment_nlp

A model that predicts the sentiment for a given Amazon review. This is a Naive Bayes model that utilizes NLP for pre-processing.

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