IT Software Courses in Bangalore

Data Analytics Training in Bangalore

Data Analytics Training in Bangalore

ZenRays Review By Vivek

Our training program is complemented with industry specific live project which not only helps you to apply the things you have learnt but also helps you to understand the real time based problems. This will in return take you to the stage of mastery. The last stage of the project, then you will be the well trained in the testing domain.

At ZenRays we say NO to Dummy Projects. Whatever project you work on is Actual and Industry Specific. After successful completion of project your name is added as a contributor to the project which you can showcase at Interviews as a mark of your expertise.

FAQ

Data Analytics Training Course Syllabus in Bangalore

Data Analytics Training

Descriptive Statistics

  • Introduction
  • Descriptive Statistics
  • Probability Distributions

Inferential Statistics

  • Inferential Statistics through hypothesis tests

Regression & ANOVA

  • Regression
  • ANOVA(Analysis of Variance)

Machine Learning: Introduction and Concepts

  • Differentiating algorithmic and model based frameworks
  • Regression : Ordinary Least Squares
  • Ridge Regression
  • Lasso Regression
  • K Nearest Neighbours Regression & Classification

Supervised Learning with Regression and Classification techniques

  • Bias-Variance Dichotomy
  • Model Validation Approaches
  • Logistic Regression
  • Linear Discriminant Analysis
  • Quadratic Discriminant Analysis
  • Regression and Classification Trees
  • Support Vector Machines
  • Ensemble Methods: Random Forest
  • Neural Networks
  • Deep learning

Unsupervised Learning and Challenges for Big Data Analytics

  • Clustering
  • Associative Rule Mining
  • Challenges for big data anlalytics

Prescriptive analytics

  • Creating data for analytics through designed experiments
  • Creating data for analytics through Active learning
  • Creating data for analytics through Reinforcement learning

For Registration and for more Information on Data Analytics Training in Bangalore, contact ZenRays - the best Data Analytics Training Institutes Bangalore at +91 9916482106 | 080 41127272 | corporate@zenrays.com

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