Business Analytics with R – Weekend Classroom Data Science Training in Vijayawada, 26-Dec-2015

A Hands-on Practical classroom training from Cenacle Research, for professionals working in data science and machine learning. This one day weekend training covers basics of analytics and jumps straight into the practical aspects of how to solve business problems with data science. Attendees will be working hands-on on analyzing large data sets with R, solving real-world business problems with machine learning techniques and learning to formulate production grade algorithms.

Training outline:

  1. Practical Aspects of R

    • R Language basics
    • Data types and Vector operations
    • Difference between traditional programming & R programming
    • R Studio IDE
  2. Predictive Modelling

    • Supervised Learning
    • Unsupervised Learning
    • Clustering
    • Classification
  3. R for Analytics

    • Regression
    • K-Means
    • Decision Trees
    • Random Forests
    • Visualization methods
    • Time-series Analysis
    • Web scraping methods
    • Connecting Facebook to R
    • Text Processing Techniques
  4. Hands-on session: Working with Larget datasets in R

    • How to load and process large datasets (>1 GB) in R?
    • Techniques of large scale exploratory analysis
    • Dimensionality Reduction
    • Professional report generation
  5. Hands-on session: Real-world business case-studies

    • Customer Churn Analysis:
      • How to identify the customers who will leave your service
    • Market Basket Analysis:
      • What are the items customers are buying more frequently
    • Credit Risk Modelling:
      • How to identify the customer who are likely to default a bank loan?
    • Sentiment Analysis:
      • How customers are feeling about your brand in social media?

Pre-requisites:

  • Attendees should bring their own Laptops (min 4GB RAM configuration)

Who should attend this:

Working professionals, Data Science practitioners, students aspiring to learn Machine-learning

Demo class video

 


Book your seat

Date: 26-Dec-2015
Time: 8AM to 6PM
Price: INR 6000

15% Discount

Coupon Code: MYC15OFF

Register

 


Book your seat

Date: 26-Dec-2015
Time: 8AM to 6PM
Price: INR 6000

15% Discount

Coupon Code: MYC15OFF

 

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