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Category: "Data Science"

Data Science

  1. Data Science Bootstrap Notes
    Data Science Bootstrap Notes
    Set up your machine, structure your projects, and work at the speed of thought.
    Eric Ma

    Most data science programs teach the math. Almost none teach you how to set up your machine, structure a project, or make your work reproducible. This book is the missing half, distilled from a decade of hard-won lessons into a short guide you can read in a weekend.

  2. Learn Pandas Basics in Weekend
    Learn Pandas Basics in Weekend
    Learn Pandas in Weekend Part I.
    Hisham El-Amir

    This weekend, we will cover many fundamental operations of the Pandas. Many of the sections will be similar to those in Data Science Essentials if read.

  3. Data Science From Scratch (Part 1) — Advance Analytics

    Hands-on and written in jupyter notebook....feel the heat!

  4. Pre-Historic Photos of Fossils from Myanmar (Burma)

    Fossils of pre-historic creatures in South-East Asia had recently been an interest as they answer the pre-historic existence and possibility of many more to the already established scientific understandings.

  5. Deep Learning Computer Vision Project
    Deep Learning Computer Vision Project
    Traffic Sign Detection & Recognition
    Hisham El-Amir

    Recently, convolutional neural networks have surpassed humans in different tasks such as classification of natural objects and classification of traffic signs. After their great success, convolutional neural networks have become the first choice for learning features from training data.

  6. Love, Lust and a Little Bit of Cocaine
    Love, Lust and a Little Bit of Cocaine
    For certain people, chaos needn't be a curse. For certain people, chaos oughta' be present and as common as a coffee, to necessitate one's mental stability. Meet Cooper.
    Rick Roberts

    A comical and dark exploration into the life and mind of Cooper, an intelligent yet quirky individual who has the tendency of accidentally getting involved with things, people and places that, conventionally would be considered detrimental.

  7. 4th Industrial Revolution

    This is a short manual to understand the 4th Industrial Revolution Technologies in very easy & understandable language.

  8. Behavior Analysis with Machine Learning and R
    Behavior Analysis with Machine Learning and R
    A Sensors and Data Driven Approach
    Enrique Garcia Ceja

    Learn how to leverage the power of machine learning and deep learning to analyze behavioral patterns from sensors data and electronic records. This book shows you how to explore, preprocess, encode, and visualize your data. Learn introductory machine learning concepts and how to train supervised and unsupervised models using R.

  9. Data Harmonization in the Key of C
    Data Harmonization in the Key of C
    (or How to Tune Your Data)
    Michaël Brands

    IF your data isn't contextual, connected, complete & controllable; you don't control your data, your talent, and the impact they can make; you don't know how to use data to manage the cycle of innovation in a global market; you're not in the Sweet Spot where this comes together in harmony... This is the book you didn't even know you needed

  10. D3 Tips and Tricks v6.x
    D3 Tips and Tricks v6.x
    Interactive Data Visualization in a Web Browser
    Malcolm Maclean

    Tips and tricks for using d3.js (version 6), one of the leading data visualization tools for the web. It's aimed at getting you started and moving you forward. You can download for FREE or donate to encourage further development if you wish :-).

  11. Hiring Data Scientists and Machine Learning Engineers

    Hiring Data Scientists and Machine Learning Engineers is a concise, practical guide to help you hire the right people for your organization. The book will help you navigate the plethora of data science related roles and skills and help you create an effective hiring strategy to suit your organization's needs.

  12. Leaving the Rat Race with Python
    Leaving the Rat Race with Python
    An Insider's Guide to Freelance Developing
    Finxter and Lukas Rieger

    Is There a Six-Figure Freelance Developer in You?Leaving the Rat Race with Python shows you how to nurture, grow, and harness your work-from-home coding business online --- and live the good life!It's an insider's guide to freelance developing. Start your new thriving coding business now!

  13. Learn Python Basics in Weekend
    Learn Python Basics in Weekend
    Learn Python Part I: Learn Python Programming Basics
    Hisham El-Amir

    This series will introduce you to the Python programming language. It’s aimed at beginning programmers, but even if you’ve written programs before and just want to add Python to your list of languages, Introducing Python will get you started.

  14. Memory Dump Analysis Anthology, Volume 3, Revised Edition

    This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) written in October 2008 - June 2009. This major revision contains corrections and WinDbg output color highlighting.

  15. Essentials of Data Analytics
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