Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist

    By

    Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. Beginning Data Science in R details how data science is a combination of statistics, computational science, and machine learning. You'll see how to efficiently structure and mine data to extract useful patterns and build mathematical models. This requires computational methods and programming, and R is an ideal programming language for this. This book is based on a number of lecture notes for classes the author has taught on data science and statistical programming using the R programming language. Modern data analysis requires computational skills and usually a minimum of programming. What You Will Learn Perform data science and analytics using statistics and the R programming language Visualize and explore data, including working with large data sets found in big data Build an R package Test and check your code Practice version control Profile and optimize your code Who This Book Is For Those with some data science or analytics background, but not necessarily experience with the R programming language.

    View more

    Number of Pages: 352
    Format(s): Paperback - ISBN: 9781484226704
    Publication Date:
    Listed in: Programming & scripting languages: general, Databases
    Publisher: APress

    Books by Thomas Mailund

    Paperback

    RRP: £32.99

    Sale Price: £28.85

    Save: £4.14 per copy!

    Side-Banner-Right-188px-fd.jpg
    Books TV & Movies

    You might also like...

    Latest from the blog

    Fantastic new recipe book from Sabrina Ghayour 'Sirocco'

    Sabrina Ghayour's long awaited second recipe book Sirocco is out this month and is a great follow up to Persianna. Read article

    Ten Great Bedtime Reads from The Great British Bookshop and Aspace

    We have teamed up with Aspace (www.aspace.co.uk) who create beautiful room for Children to bring you 10 great bedtime reads for your little ones. Read article

    Latest from Twitter

    • @TheGBBookshop - 3 years ago

      Lottery funding for dementia reading project £2m pledged for Reading Agency scheme to pair readers with dementia sufferers

      @TheGBBookshop - 3 years ago

      Harry Potter and the Cursed Child has held on to the number one spot for a sixth week #HarryPotter #CursedChild @littlebrown @pottermore

    • @TheGBBookshop - 3 years ago

      @thebookseller @MartinaCole @Jeffrey_Archer @Foyles

      @TheGBBookshop - 3 years ago

      Frith wins inaugural Klaus Flugge Prize for illustration t.co/U9P08h4XMG

    • @TheGBBookshop - 3 years ago

      RT @Gue_de_Bost: #Dordogneholidaycottage available Sept tweet to book for more info

      @TheGBBookshop - 3 years ago

      The editor is just back from france @HomeAwayUK! t.co/IWutTER1x7