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Python libraries

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  1. yzhao062/pyod: A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

Good Data

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  1. England Football Results Betting Odds | Premiership Results & Betting Odds
  2. Time Series Data Library - Data provider — DataMarket

Good Websites

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  1. koaning.io:
  2. koaning.io:
  3. storytelling with data
  4. data-journalism-courses/data-journalism-university-courses.csv at master · jwyg/data-jo...
  5. Twitter Trending Topics Archive
  6. Welcome - football.db - Open Football Data
  7. 4 more

Concepts

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  1. Good Blog Post Resources about Algorithm and Data Structures - Codeforces
  2. Steiner Tree Problem - GeeksforGeeks
  3. Covariance Matrices, Covariance Structures, and Bears, Oh My!
  4. Forecasting: Principles and Practice
  5. Understanding Sparse Matrices (Multicore Analysis and Sparse Matrix Toolkit) - LabVIEW ...
  6. How to perform feature selection (pick imp. variables) - Boruta in R?
  7. 1 more

Deep Learning

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  1. model selection - How to choose the number of hidden layers and nodes in a feedforward ...
  2. Fundamentals of Deep Learning - Activation Functions and their use
  3. examples/word_language_model at master · pytorch/examples
  4. Complete Guide to Parameter Tuning in Gradient Boosting (GBM) in Python
  5. torch/torch7
  6. The Unreasonable Effectiveness of Recurrent Neural Networks

Work Arounds

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  1. Export Amazon Mobile Analytics to Redshift Automatically | AWS News Blog

Work

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  1. https://nestore.noodle.ai/Citrix/StoreWeb/
  2. Refactoring Python Applications for Simplicity – Real Python
  3. r - plotting average with confidence interval in ggplot2 for time-series data - Stack O...
  4. Steiner tree · GitHub
  5. networkx.algorithms.shortest_paths.weighted — NetworkX 2.1rc1.dev20171116000316 documen...
  6. Video Lectures | Linear Algebra | Mathematics | MIT OpenCourseWare
  7. 8 more

Blogs

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  1. How to solve the cheaters problem in Counter Strike, with or without machine learning -...
  2. What the SportsTech ecosystem was reading in 2018 | LinkedIn
  3. Premier League Projections and New Expected Goals - Cartilage Free Captain
  4. Analyzing Six Deep Learning Tools for Music Generation - The Asimov Institute
  5. 5 Zen Principles To Live By – Art Of Practicality – Medium
  6. Feature Selection For Machine Learning in Python - Machine Learning Mastery

Cheat Sheets

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  1. markers — Matplotlib 2.1.0 documentation
  2. data+table+cheat+sheet.pdf
  3. argparse – Command line option and argument parsing. - Python Module of the Week
  4. Cookiecutter Data Science — Organize your Projects — Atom and Jupyter
  5. Grid (Hyperparameter) Search — H2O 3.20.0.9 documentation
  6. Lovely Data | Matplotlib Colors
  7. 5 more

Current work

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  1. Data Science @ MM - Product Management - Confluence
  2. DS board - Agile Board - JIRA
  3. DS-Sprint - Agile Board - JIRA
  4. Understanding A/B Testing and Statistics Behind - Pieces of Data Science
  5. Google Spreadsheets and Python - Twilio
  6. BigQuery - Chaalbaaz Prod - Google Cloud Platform
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