Pratik Barjatiya's repositories
AI_Startup_Prototype
This is the code for "Watch Me Build an AI Startup" By Siraj Raval on Youtube
awesome-aws
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
awesome-competitive-programming
:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
aws-shell
An integrated shell for working with the AWS CLI.
blockchain-papers
A curated list of academic blockchain-related papers
books
book list
DailyReturn-LogReturn-CumulativeReturn-in-Python
How to Calculate Daily Return, Log Return & Cumulative Return in Python
Data-Analysis
Data Analysis Using Python
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
DataSciencePython
common data analysis and machine learning tasks using python
datasharing
The Leek group guide to data sharing
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dev-setup
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
git-game
terminal game to test git skills
LearnDataScience
Open Content for self-directed learning in data science
learning-apache-spark
Notes on Apache Spark (pyspark)
LearningApacheSpark
LearningApacheSpark
maths-for-ml
Notes and solutions for the Mathematics for Machine Learning Specialization
Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist.
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
pandas_exercises
Practice your pandas skills!
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
pyspark
PySpark Code for Hands-on Learners
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
Tableau
Materials for Tableau
the-art-of-command-line
Master the command line, in one page
vimrc
The ultimate Vim configuration: vimrc