3 Day Masterclass Predictive Analytics 2 with R | Terrapinn Training
3 day Masterclass

Predictive Analytics 2.0

Transition to R Data mining in SQL Enterprise predictive analytics

Predictive Analytics 2.0: With R & SQL

This course will bring Predictive Analytics together, using R, to create a truly enterprise solution for all predictive analytics needs. R has had become the standard for statistical analysis and predictive analytics. The cost efficiency of the software – it is free – coupled with the incredible variety of supplementary packages available to augment its powerful script based language, makes it a one stop shop for all predictive analytics needs.

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get practical

Implement analytical techniques in a corporate environment. Each case study is based on real world the experience of the trainer and Jube.IO

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gain strategic advantage

Several R disciplines into a single three day course. Introduction with Numeric Prediction, Big Database Fundamentals and Machine Learning.

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learn from the best

Go from no real analytical capability to competence in just three days

This course will build upon the techniques taught in the first Predictive Analytics course...

...which tended towards Excel and GUI tools to cement Predictive Analytics concepts, delivering the same principles this time exclusively in R. Given the advanced nature of many packages available to R, this course goes on to explore more advanced Predictive Analytics techniques while building a proficiency in both SQL (for the purposed of Abstraction) and R (for the purposes of executing commoditized modelling techniques upon the Abstraction).

This course includes an annual subscription to Quandl Machine Learning Datasets for US Equities - used in the course - worth £900.

In just 3 days you will:

  • Apply the predictive analytics methodology and use R in the real world, introducing all the concepts that were available in the GUI tools, while introducing more advanced concepts built upon such techniques (such as GARCH or ARIMA)
  • Use R with some of the most powerful Predictive Analytics packages in common use.
  • Create powerful SQL Statements to Offload work from R and create advanced, high performance, Abstractions, while comparing their offer to that of prolific NoSQL databases.
  • Implement your analysis in R Server, implementing pragmatically in a corporate environment using R Server.
  • Gain an annual subscription to Quandl Machine Learning Datasets for US Equities - used in the course - worth £900.

Organisations that will benefit:

  • All Forward Thinking Companies
  • Retailers
  • Ecommerce Platforms
  • Software Developers
  • Banks & Financial Services
  • Service providers
  • Business Intelligence Firms
  • Data Companies

Who will attend:

  • C-Suite Executives: CEOs, CFOs, CTOs, COOs, CIOs
  • Heads of Technology
  • Heads of Analytics
  • Heads of Enterprise
  • Marketing Managers
  • Risk Executives
  • Big Data
  • Data Warehousing
  • Business Analysts
  • Data Officers/Scientists/Engineers
  • Database Developers
  • Product Managers
  • Product Designers

Course Agenda

  • Module 1: Getting Started with R
  • Case Study: Working with Off the Shelf Scripts
  • Module 2: Data Structures
  • Module 3: Loading and Merging Data
  • Case Study: Stock Price Fetch and Aggregation
  • Module 4: Summary Statistics and Plots in R
  • Case Study: Quandl Market Data Analysis
  • Module 5: SQL Offloading and Abstraction
  • Case Study: Stored Procedure Abstraction
  • Module 6: Linear Regression and Logistic Regression
  • Case Study: Regression Based Classification in R
  • Module 7: Advanced Regression
  • Case Study: Advanced Regression in R
  • Module 8: Decision Trees
  • Case Study: Decision Trees for Credit Risk Analysis
  • Module 9: Clustering Unsupervised
  • Case Study: Identify Customer Types
  • Module 10: Bayesian Methods
  • Case Study: Bayesian Network
  • Module 11: Neural Networks
  • Case Study: Improving Logistic Regression with a variety of Neural Networks in R
  • Module 12: Advanced Scripting and Control Flow
  • Case Study: Finalising a Script for Production Use

For further information please call: +44 (0)207 092 1045

  • “I think is a fantastic course for anybody who is enthusiastic about big data”

    - Pricing Analyst,First National Bank

  • “The course content format the delivery methods examples were very engaging that I developed a special interest in Data secure again”

    - Director, MDSap Tech

  • “An awesome, hands on training that will teach you how to apply these concepts in real life”

    - Research analyst, Kauffman Foundation

IN-HOUSE

We can come to you too! If you have a team of six or more, why not hold a private course? Our experts come to you and the course is tailored to your requirements.

Call +44 (0)20 7092 1045 (United Kingdom)
or +65 6322 2333 (Asia Pacific)
for more details

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