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Rajath Singh's Projects

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

In this repository, we want to review 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 real problem for instance predict house prices

bad-data-guide icon bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

churn icon churn

This is a project that is based on a Telecom industry dataset. We need to predict the churn rate and find the high value customers and check whether they would churn or not and try to come up with soilutions like offering discounts.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

dog-breed-identification icon dog-breed-identification

This is a Kaggle competition that I tried and this is my very first kernel. There are a total of 120 breeds of dog. I took the help of pre-trained weights inorder to get a good accuracy.

finger-count icon finger-count

This is a program that detects a hand, segment the hand, and count the number of fingers that are held up.

nlp-classification icon nlp-classification

With the help of NLP, Classification of two Tags were done on the Corpus Dataset that was given.

nlp-operations icon nlp-operations

This is a small project which comprises few important Natural Language Processing operations that are needed to performed on the raw dataset.

tensorflow_object_counting_api icon tensorflow_object_counting_api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

tensorspace icon tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

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