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This video covers the following topics:

01:53 Need For Data Science

02:56 What is Data Science?

03:43 Data Science Analogy

08:34 Data Science Use Case

11:00 Data Life Cycle

16:27 Data Science, AI, ML

18:00 Netflix Use Case

21:53 Market Basket Analysis

22:54 Association Rule Mining

30:18 Apriori Algorithm

39:43 Demo

54:37 Data Science Stats

About the Course

Edureka’s Data Science course will cover the whole data life cycle ranging from Data Acquisition and Data Storage using R-Hadoop concepts, Applying modelling through R programming using Machine learning algorithms and illustrate impeccable Data Visualization by leveraging on ‘R’ capabilities.

Why Learn Data Science?

Data Science training certifies you with ‘in demand’ Big Data Technologies to help you grab the top paying Data Science job title with Big Data skills and expertise in R programming, Machine Learning and Hadoop framework.

After the completion of the Data Science course, you should be able to:

- Gain insight into the ‘Roles’ played by a Data Scientist
- Analyse Big Data using R, Hadoop and Machine Learning
- Understand the Data Analysis Life Cycle
- Work with different data formats like XML, CSV and SAS, SPSS, etc.
- Learn tools and techniques for data transformation
- Understand Data Mining techniques and their implementation
- Analyse data using machine learning algorithms in R
- Work with Hadoop Mappers and Reducers to analyze data
- Implement various Machine Learning Algorithms in Apache Mahout
- Gain insight into data visualization and optimization techniques
- Explore the parallel processing feature in R

☞ Machine Learning A-Z™: Hands-On Python & R In Data Science

☞ Data Science A-Z™: Real-Life Data Science Exercises Included

☞ R Programming A-Z™: R For Data Science With Real Exercises!

☞ Python for Data Science and Machine Learning Bootcamp

☞ Tableau 10 A-Z: Hands-On Tableau Training For Data Science!

☞ Deep Learning A-Z™: Hands-On Artificial Neural Networks

Source: https://www.youtube.com/watch?v=1TNQVMO0aO4

☞ Python for Data Science and Machine Learning

☞ R Programming For Beginners - R Language Tutorial - R Tutorial For Beginners

☞ Data Science Full Course - Learn Data Science in 10 Hours | Data Science For Beginners