Table of Contents – BPB Online
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- Data Science in Practice
- Mathematics Essentials
- Statistics Essentials
- Exploratory Data Analysis
- Data preprocessing
- Feature Engineering
- Machine learning algorithms
- Productionizing ML models
- Data Flows in Enterprises
- Introduction to Databases
- Introduction to Big Data
- DevOps for Data Science
- Introduction to Cloud Computing
- Deploy Model to Cloud
- Introduction to Business Intelligence
- Data Visualization Tools
- Industry Use Case 1 – FormAssist
- Industry Use Case 2 – PeopleReporter
- Data Science Learning Resources
- Do It Your Self Challenges
- MCQs for Assessments