cogit0erg0sum Goto Github PK

2015

Public material for CS109

all_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.

andrewngnotes

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-google-colab

Google Colaboratory Notebooks and Repositories

awesome-nlprojects

List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist

coursera-introduction-to-data-science-in-python

All Course Files and Submitted Assignments of Python for Data Science, taught by University of Michigan, collaborated with Coursera.

data-science--cheat-sheet

Cheat Sheets

data-science-from-linkedin

This repository focuses on saving my linkedin articles and stuff that I find "USEFUL" on LinkedIn.

data-science-question-answer

A repo for data science related questions and answers

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

first_repo_git

First Repository to study Git

ibmstatistics

Statistics for Data Science with Python

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

learning-python-for-data-analysis-and-visualization

Learn python and how to use it to analyze,visualize and present data. Includes tons of sample code and hours of video!

machine-learning-andrew-ng

Machine learning online course from Andrew Ng.

machine-learning-workflow-with-python

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

machine_learning

First machine learning project

nlp-with-python-for-machine-learning-essential-training

NLP/ML Code

portfolio

Portfolio for projects

predicting-customer-churn

Predicting Customer Churn; simple approach using random forest

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

recommender-system

Recommender system application deployed with streamlit and heroku.

statistics-notes

iPython NOtebooks on Stats

stats-sessions

the-complete-sql-bootcamp

Learn how to use SQL quickly and effectively with this course! You'll learn how to read and write complex queries to a database using one of the most in demand skills - PostgreSQL. These skills are also applicable to any other major SQL database, such as MySQL, Microsoft SQL Server, Amazon Redshift, Oracle, and much more.

udemy---machine-learning

Notebooks for Course