Big Data and Data Science Master's Key Highlights
- 30+ Live sessions across two months
- 63 Hrs Self-paced Videos
- 200 Hrs Project & Exercises
- Learn from Professional
- 1:1 with Industry Mentors
- Resume Preparation & LinkedIn Profile Review
- 24*7 Support
- No Cost EMI Option
Eligibility Criteria
You can join data science after 12th. Students from science background (preferrably engineering / maths / technology) can apply to any data science course at the graduation, certification, or diploma level. You just need to have a minimum of a UG degree in any specialization to become a Data Scientist.
The applicant should have a Bachelor's degree in Science / Engineering / Business Administration / Commerce / Mathematics / Computer Applications or a Masters degree in Mathematics / Statistics / Commerce with 50% or equivalent passing marks.
Course Curriculum
- What is Big Data?
- 5 V's of Big Data
- Challenges of Big Data
- What is Hadoop?
- Components of Hadoop
- Architecture of Hadoop
- Installation
- Commands of HDFS
- Map-Reduce Program
- What is Sqoop?
- Working of Sqoop
- Installation of Sqoop
- Commands of Sqoop
- What is Flume?
- Working of Flume
- Installation of Flume
- Twitter Streaming using Flume
- What is HBase?
- Advantages of HBase
- Architecture of HBase
- Installation of HBase
- Commands of HBase
- What is Hive?
- Components of Hive
- Architecture of Hive
- Data Model of Hive
- Installation of Hive
- Commands of Hive
- What is Apache Pig?
- Components of Pig
- Architecture of Pig
- Data Model of Pig
- Installation of Pig
- Commands of Pig
Big Data Projects
Project 1
Products rating prediction for Amazon
Help Amazon, a US-based e-commerce company, improve its recommendation engine by predicting ratings for the non-rated products and adding them to recommendations accordingly.
Project 2
Demand Forecasting for Walmart
Predict accurate sales for 45 Walmart stores, considering the impact of promotional markdown events. Check if macroeconomic factors have an impact on sales.
Project 3
Improving customer experience for Comcast
Provide Comcast, a US-based global telecom company, key recommendations to improve customer experience by identifying and improving problem areas that lower customer satisfaction.
Tools Covered
Certification & Faq
Once you successfully complete the Data Science with Python training, provide you with an industry-recognized course completion certificate which will have a lifelong validity
Online Classroom:
- Attend one complete batch of Data Science with Python training.
- Submit at least one completed project.
Online Self-Learning:
- Complete 85% of the course
- Submit at least one completed project.