Start Date Batch Name Timings Days Duration Mode Amount Slots Available Cart
Nov 12,2018 Nov 2018 07:00 PM - 08:00 PM (PST) Monday - Friday 6 Weeks Online (Instructor Led) $699 ($599.00) 25

Data Science

This Course provides you detailed understanding of data science, project life cycle, data acquisition, analysis, statistical methods and machine learning.

You will learn about how to use Apache Mahout, data transformation, experimentation and evaluation.

  • Curriculumestimated time

  • Explore the data science process – An Introduction
    • Understand data science thinking
    • Know the data science process
    • Use AML to create and publish a first machine learning experiment
    • Creating your first model in Azure Machine Learning
  • Probability and statistics in data science
    • Understand and apply confidence intervals and hypothesis testing
    • Understand the meaning and application of correlation Know how to apply simulation
    • Working with probability and statistics
    • Simulation and hypothesis testing
  • Working with data – Ingestion and preparation
    • Know the basics of data ingestion and selection
    • Understand the importance and process for data cleaning, integration and transformation
    • Data ingestion and selection - new
    • Data munging with Azure Machine Learning, R, and Python on Azure stack
  • Data Exploration and Visualization
    • Know how to create and interpret basic plot types
    • Understand the process of exploring datasets
    • Exploring data with visualization with Azure Machine Learning, R and Python
  • Introduction to Supervised Machine Learning
    • Understand the basic concepts of supervised learning
    • Understand the basic concepts of unsupervised learning
    • Create simple machine learning models in AML
    • Classification of people by income
    • Auto price prediction with regression
    • K-means clustering with Azure Machine Learning