Data Science Essentials Advanced Algorithms and Visualizations [Video]

Data Science Essentials Advanced Algorithms and Visualizations [Video]

Alberto Boschetti, Luca Massaron
New Release!

Become an efficient data science practitioner by understanding Python's key concepts
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$10.00
RRP $124.99

Frequently bought together


Data Science Essentials Advanced Algorithms and Visualizations [Video] Book Cover
Data Science Essentials Advanced Algorithms and Visualizations [Video]
$ 124.99
$ 10.00
Jupyter Notebook for Data Science [Video] Book Cover
Jupyter Notebook for Data Science [Video]
$ 124.99
$ 10.00
Buy 2 for $20.00
Save $229.98
Add to Cart

Video Description

This course will make you look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. We start with SVM and random forest for classification and regression. We look at big data, deep learning, and language processing. Then we use graph analysis techniques for very interesting and trending social media analytics. Finally, we take a complete overview of the principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment tools that make it easier to present your results to an audience of both data science experts and business users.

All the code and supporting files for this course are available on Github at https://github.com/PacktPublishing/Data-Science-Essentials-Advanced-Algorithms-and-Visualizations

Style and Approach

The course is structured as a data science project. You will always benefit from clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.

Video Preview

What You Will Learn

  • Set up an experimental pipeline to test your data science hypotheses
  • Choose the most effective and scalable learning algorithm for your data science tasks
  • Optimize your machine learning models to get the best performance
  • Explore and cluster graphs, taking advantage of interconnections and links in your data

Authors

Video Details

ISBN 139781789616057
Course Length1 hours 50 minutes
Read More

Read More Reviews

These popular $10 titles might interest you

Jupyter Notebook for Data Science [Video] Book Cover
Jupyter Notebook for Data Science [Video]
$ 124.99
$ 10.00
Hands-On Data Science with Anaconda [Video] Book Cover
Hands-On Data Science with Anaconda [Video]
$ 124.99
$ 10.00
An Infinite Scroll Project Using AJAX, MySQL, API, PHP, and JQuery [Video] Book Cover
An Infinite Scroll Project Using AJAX, MySQL, API, PHP, and JQuery [Video]
$ 186.99
$ 10.01
Statistical Methods and Applied Mathematics in Data Science [Video] Book Cover
Statistical Methods and Applied Mathematics in Data Science [Video]
$ 124.99
$ 10.00
Hands-on Google Cloud Platform(GCP) - Data Engineer [Video] Book Cover
Hands-on Google Cloud Platform(GCP) - Data Engineer [Video]
$ 51.99
$ 10.00
Python Data Structures and Algorithms [Video] Book Cover
Python Data Structures and Algorithms [Video]
$ 124.99
$ 10.00