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Resources for developers using Python for scientific computing and quantitative analysis

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Archives for 2018

Latest Python Resources (check out PyQuant Books)

A Friendly Introduction to Linear Regression youtube.com

Published December 31, 2018 under Python

Linear Regression, Statistics

Airflow: Lesser Known Tips, Tricks, and Best Practises

Published December 31, 2018 under Data Science

Airflow, DAG, ETL, Graph

Homemade Machine Learning github.com

Published December 31, 2018 under Machine Learning

Python

How to use Keras fit and fit_generator (a hands-on tutorial) pyimagesearch.com

Published December 31, 2018 under Machine Learning

Keras, Python, Tutorial

Monte Carlo Power Analysis deliveroo.engineering

Published December 31, 2018 under Python

Monte Carlo, Simulation

Building and Testing Recommender Systems With Surprise, Step-By-Step towardsdatascience.com

Published December 31, 2018 under Machine Learning

Python, Recommenders, Surprise

Tutorial to set up TensorFlow Object Detection API on the Raspberry Pi github.om

Published December 31, 2018 under Python

Computer Vision, Raspberry Pi, TensorFlow

Develop a NLP Model in Python & Deploy It with Flask, Step by Step towardsdatascience.com

Published December 20, 2018 under Machine Learning

API, Data Science, Flask, NLP

Faster Neural Networks Straight from JPEG uber.com

Published December 20, 2018 under Machine Learning

Deep Learning, Neural Network, Uber

Image Stitching with OpenCV and Python pyimagesearch.com

Published December 20, 2018 under Machine Learning

Computer Vision, OpenCV, Python

Problem Solving with Algorithms and Data Structures using Python interactivepython.org

Published December 20, 2018 under Python

Algorithms

Time Series Prediction Using LTSM Deep Neural Networks

Published December 17, 2018 under Neural Networks

Keras, LTSM, TensorFlow

Keras – Save and Load Your Deep Learning Models pyimagesearch.com

Published December 16, 2018 under Computer Vision

Keras, Machine Learning, Python

Michelangelo PyML: Introducing Uber’s Platform for Rapid Python ML Model Development uber.com

Published December 16, 2018 under Data Science

Machine Learning, Python, Uber

Estimating Probabilities with Bayesian Modeling in Python

Published December 6, 2018 under Data Science

Bayesian Analysis, Pymc3, Python

Managing data science projects in S3  quiltdata.com

Published December 6, 2018 under Data Science

AWS, Python, Quilt, S3

Seaborn Library for Data Visualization in Python stackabuse.com

Published December 6, 2018 under Data Science

Data Visualization, Python, Seaborn

Top 50 matplotlib Visualizations machinelearningplus.com

Published December 6, 2018 under Python

Data Visualization, Matplotlib

Deep Learning and Medical Image Analysis with Keras pyimagesearch.com

Published December 6, 2018 under Computer Vision

Keras, Machine Learning, Python

Setting Up Alpaca API with Python medium.com

Published November 29, 2018 under Trading

API, Quant Trading

A feature-rich Python framework for backtesting and trading backtrader.com

Published November 23, 2018 under Trading

Algorithmic Trading, Backtesting, Quant Trading

9 obscure Python libraries for data science https://opensource.com/article/18/11/python-libraries-data-science

Published November 22, 2018 under Data Science

Python

Scikit-learn Tutorial: Machine Learning in Python dataquest.io

Published November 22, 2018 under Machine Learning

Python, scikit-learn

Beginner tutorial: Build your own custom real-time object classifier towardsdatascience.com

Published November 20, 2018 under Computer Vision

Machine Learning, Python

Building Production PySpark Jobs medium.com

Published October 11, 2018 under Machine Learning

Apache Spark, PySpark, Python

Keras vs. TensorFlow pyimagesearch.com

Published October 11, 2018 under Data Science

Keras, Machine Learning, Python, TensorFlow

Pandas Crosstab Explained pbpython.com

Published October 11, 2018 under Data Science

Pandas, Python

PyPortfolioOpt: Financial portfolio optimisation in Python github.com

Published September 30, 2018 under Investing

Efficient Frontier, Optimization, Stocks

How To Determine The Ripeness Of Watermelon With Keras medium.com

Published September 30, 2018 under Machine Learning

Computer Vision, Keras, Python

Working with Data Feeds marksblogg.com

Published September 30, 2018 under Data Science

Big Data, Python

Create your chatbot using Python NLTK yellowant.com

Published September 30, 2018 under Data Science

NLTK

Running Flask on Kubernetes testdriven.io

Published September 25, 2018 under Python

Devops, Flask, Kubernetes

Streaming data with Amazon Kinesis sqreen.io

Published September 25, 2018 under Data Science

AWS, Big Data, Kinesis

OpenCV OCR and text recognition with Tesseract pyimagesearch.com

Published September 25, 2018 under Computer Vision

Machine Learning, OpenCV, Python

Creating a Simple Recommender System in Python using Pandas stackabuse.com

Published September 25, 2018 under Machine Learning

Pandas, Python

TensorFlow Datasets github.com

Published September 25, 2018 under Data Science

Data Sets, TensorFlow

Deep Learning Tutorial to Calculate the Screen Time of Actors in any Video analyticsvidhya.com

Published September 17, 2018 under Computer Vision

Data Science, Machine Learning, Python

How to get started with Keras, Deep Learning, and Python pyimagesearch.com

Published September 17, 2018 under Computer Vision

Deep Learning, Keras, Machine Learning

Using featuretools in Python for Classification medium.com

Published September 7, 2018 under Data Science

Feature Engineering, featuretools, Machine Learning

Semantic segmentation with OpenCV and deep learning pyimagesearch.com

Published September 7, 2018 under Computer Vision

Deep Learning, OpenCV

An Implementation and Explanation of the Random Forest in Python towardsdatascience.com

Published September 7, 2018 under Data Science

Machine Learning, Random Forest

Demystifying Convolutional Neural Networks medium.com

Published September 7, 2018 under Neural Networks

Machine Learning, Python

An A-Z of useful Python tricks freecodecamp.org

Published September 5, 2018 under Python

Pandas: Tricks & Features You May Not Know realpython.com

Published September 3, 2018 under Data Science

Pandas, Python

OpenCV Text Detection (EAST text detector) pyimagesearch.com

Published August 27, 2018 under Computer Vision

Machine Learning, NLP, Python

Building a Hotel Recommendation Engine towardsdatascience.com

Published August 18, 2018 under Data Science

Machine Learning, Python

Anonymize data with Python and Pandas dev.to

Published August 18, 2018 under Data Science

Pandas, Python

OpenCV People Counter pyimagesearch.com

Published August 18, 2018 under Computer Vision

Deep Learning, OpenCV, Python

Linear compression in Python: PCA vs unsupervised feature selection efavdb.com

Published August 13, 2018 under Data Science

Machine Learning, PCA, Python

Multiplicative LSTM for sequence-based Recommenders florianwilhelm.info

Published August 10, 2018 under Machine Learning

LTSM, Recommenders

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