Leanpub Header

Skip to main content

Filters

Category: "Data Science"

Books

  1. Getting Started With Statistics
    Getting Started With Statistics
    A Series of Bitesize Guides For Beginners
    Lee Baker

    Getting Started With Statistics is a series of short, snappy books (4 with more coming soon) that will help you get started with statistics and inspire you to take the next steps.Getting Started With Statistics makes no assumptions about your previous experience and is perfect for beginners and those just getting started with analysing data.

  2. Introdução à Visualização de Dados
    Introdução à Visualização de Dados
    Simone Barbosa and Gabriel Barbosa

    Este livro está em construção e vem sendo elaborado com base nas notas de aula da disciplina Visualização de Informação lecionada no Departamento de Informática da PUC-Rio. Para enviar comentários ou sugestões, entre em contato através do email livro.vis.dados@gmail.com.

  3. Sampling Techniques
    Sampling Techniques
    A Comprehensive Overview
    Shefali Nayak

    This is your go-to book for understanding difficult concepts in Sampling Techniques in lucid language. At the end of this book, you will be familiar with the data collection process and the commonly used random and non-random sampling techniques. Please check the bundle options with this book for better deals!

  4. What Just Happened: Descriptive Statistics
    What Just Happened: Descriptive Statistics
    An Explorer’s Guide to Data
    Shefali Nayak

    The book explains the core concepts and terminologies of Descriptive Statistics using real-world examples. The book contains 17 practice problems, 2 quizzes, 36 graphical representations and numerous examples to enable effective learning and understanding of the concepts. Please check the bundle options with this book for better deals!

  5. Understanding Deep Learning
    Understanding Deep Learning
    Application in Rare Event Prediction
    Chitta Ranjan

    "It is like a voyage of discovery, seeking not for new territory but new knowledge. It should appeal to those with a good sense of adventure," Dr. Frederick Sanger. I hope every reader enjoys this voyage in deep learning and find their adventure.

  6. 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.

  7. Coffee Break Pandas
    Coffee Break Pandas
    74 Pandas Puzzles to Build Your Pandas Data Science Superpower
    Finxter, Lukas Rieger, and Kyrylo Kravets

    The sexiest job in the 21st century? Data Science!Coffee Break Pandas teaches you the new superpower of analyzing and processing data with Python's Pandas framework. If solving puzzles is fun for you, you'll love ❤ this book with 74 brand-new, hand-crafted Pandas puzzles to help you stay relevant in today's marketplace.

  8. 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.

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

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

  10. 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.

  11. 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.

  12. 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.

  13. 4th Industrial Revolution

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

  14. 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.

  15. 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