santoshml Goto Github PK

apress-ai

awesome-datascience

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

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

cnn

data

Data and code behind the stories and interactives at FiveThirtyEight

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

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.

datascience

It consists of examples, assignments discussed in data science course at algorithmica.

datascienceresources

Open Source Data Science Resources.

deep-learning

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

free-data-science-books

Free resources for learning data science

learndatascience

Open Content for self-directed learning in data science

linear-regression

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

plotly.py

An interactive, browser-based graphing library for Python :sparkles:

python

python-client

swagger installation for python

python_al

ALgo

python_basics

Python basics and intermediate

python_intermediate

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

pythonmachinelearning

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

repo-2016

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

repo-2019

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

retail-price-optimization-

n this machine learning pricing project, we implement a retail price optimization algorithm using regression trees. This is one of the first steps to building a dynamic pricing model.

scikit-learn

scikit-learn: machine learning in Python

sklearn_tutorial

Materials for my scikit-learn tutorial