Algorithms of the Intelligent Web | Building Intelligent Web Apps

Algorithms of the Intelligent Web is a hands-on Applied Machine Learning & AI course that teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications and website logs. Leveraging the most current standards, skills, and practices, you’ll examine intelligent algorithms that extract real value from data. Key machine…

Introduction to R for Data Scientists

R is a functional programming environment for business analysts and data scientists. It’s a language that many non-programmers can easily work with, naturally extending a skill set that is common to high-end Excel users. It’s the perfect tool for when the analyst has a statistical, numerical, or probabilities-based problem based on real data and they’ve…

Mastering R for Data Scientists

R is a functional programming environment for business analysts and data scientists. It's a language that many non-programmers can easily work with, naturally extending a skill set that is common to high-end Excel users. It's the perfect tool for when the analyst has a statistical, numerical, or probabilities-based problem based on real data and they've pushed Excel past its limits.

Big Data: Turning Data into Profits

It goes by a lot of names and a lot of acronyms and is clouded in mystery and seemingly unapproachable concepts. The point of all of it in a business sense is actually extremely clear: How can we better anticipate and serve the needs of our customers? How can we maximize our data and convert…

Hadoop for Developers: Introduction to Hadoop Development

Introduction to Hadoop Development is a five-day, lab intensive Hadoop course for developers. Students will learn how to use Apache Hadoop and write MapReduce programs. Students will begin with a quick overview of installing Hadoop, setting it up in a cluster, and then proceed to writing data analytic programs. The course will present the basic…

Advanced Hadoop Development: Real World Hadoop in the Enterprise

Real World Hadoop in the Enterprise is targeted towards the Java Developer and assumes working knowledge of Java programming in Eclipse and comfort in a Unix shell environment. We will go well beyond the “Hello World” word-count example into practical, applied uses of Hadoop in large-scale real-world scenarios, including fraud detection, algorithmic trading, and data…