Agile Data Science 2.0: Building Full-Stack Data Analytics by Russell Jurney PDF

By Russell Jurney

Data technology groups seeking to flip study into valuable analytics purposes require not just the best instruments, but additionally the ideal technique if they’re to be triumphant. With the revised moment variation of this hands-on consultant, up-and-coming information scientists will the best way to use the Agile facts technological know-how improvement technique to construct information functions with Python, Apache Spark, Kafka, and different tools.

Author Russell Jurney demonstrates find out how to compose an information platform for construction, deploying, and refining analytics functions with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll examine an iterative process that permits you to fast switch the type of research you’re doing, counting on what the information is telling you. submit information technological know-how paintings as an online software, and have an effect on significant swap on your organization.

  • Build price out of your info in a sequence of agile sprints, utilizing the data-value pyramid
  • Extract gains for statistical versions from a unmarried dataset
  • Visualize facts with charts, and divulge assorted elements via interactive reports
  • Use historic info to foretell the long run through category and regression
  • Translate predictions into actions
  • Get suggestions from clients after every one dash to maintain your undertaking on track

Show description

Read Online or Download Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark PDF

Best data modeling & design books

Download PDF by Elena Zudilova-Seinstra,Tony Adriaansen,Robert van Liere: Trends in Interactive Visualization: State-of-the-Art Survey

II demanding situations in facts Mapping half II bargains with some of the most hard projects in Interactive Visualization, mapping and teasing out details from huge complicated datasets and producing visible representations. This part comprises 4 chapters. Binh Pham, Alex Streit, and Ross Brown supply a complete requirement research of knowledge uncertainty visualizations.

Download e-book for iPad: Collaborative Enterprise Architecture: Enriching EA with by Stefan Bente,Uwe Bombosch,Shailendra Langade

Ever-changing company wishes have caused huge businesses to reconsider their firm IT. at the present time, companies needs to permit interplay with their buyers, companions, and staff at extra contact issues and at a intensity by no means concept formerly. even as, speedy advances in info applied sciences, like company digitization, cloud computing, and net 2.

Graph Databases: New Opportunities for Connected Data - download pdf or read online

Notice how graph databases can help deal with and question hugely hooked up info. With this useful ebook, you’ll easy methods to layout and enforce a graph database that brings the facility of graphs to undergo on a wide diversity of challenge domain names. no matter if you need to accelerate your reaction to person queries or construct a database which can adapt as your corporation evolves, this booklet indicates you ways to use the schema-free graph version to real-world difficulties.

Download e-book for kindle: Practical Business Intelligence by Ahmed Sherif

Learn how to get the main from your company information to optimize your businessAbout This BookThis e-book will permit and empower you to damage freed from the shackles of spreadsheetsLearn to make educated judgements utilizing the information handy with this hugely useful, finished guideThis publication contains real-world use circumstances that train you the way analytics might be placed to paintings to optimize your businessUsing a fictional transactional dataset in uncooked shape, you are going to paintings your means as much as finally making a fully-functional warehouse and a fleshed-out BI platform Who This booklet Is ForThis ebook is for someone who has wrangled with info to aim to accomplish computerized facts research via visualizations for themselves or their shoppers.

Extra resources for Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark

Sample text

Download PDF sample

Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark by Russell Jurney

by Mark

Rated 4.32 of 5 – based on 22 votes