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stanford-statistical-learning

Slides, material and solutions of the popular Statistical Learning course from Stanford's own Hastie & Tibshirani. Join me on my journey to finally try and complete this course after leaving it mid-way atleast 3-4 times due to other commitments!

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

startupdatascience

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

statistics

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

teaching_datascience

Course notes for Data Science related topics, prepared in LaTeX

tech-conferences-india

A comprehensive list of tech conferences in India :india:

tech-talks

This repository contains the notebooks and presentations we use for our Databricks Tech Talks

temp

temp

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-character-recognition

Character Recognition from scratch in TensorFlow using notMNIST data

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-sentiment-analysis-on-amazon-reviews-data

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorflow-tutorials-1

Simple tutorials using Google's TensorFlow Framework

tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.0"

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

tensorflowlearning

tensorflowonspark

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

testing-and-monitoring-ml-deployments

Example project for the course "Testing & Monitoring Machine Learning Model Deployments"

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text_classification

Text Classification Algorithms: A Survey

text_classification-1

all kinds of text classification models and more with deep learning

textsimilarity

tf-vs-pytorch

A companion code for my Medium post