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| Set | Topic | File |
|---|---|---|
| 1 | Introduction to Big Data and Big Data Analytics |  |
| 2 | Big Data Processing and Technology | |
| 3 | Relational Database (RDBMS) | |
| 4 | No SQL Database | |
| 5 | Cloud Technology | |
| 6 | Data analysis using Google Sheets | |
| 7 | Exploratory data analysis | |
| 8 | EDA Big Data | |
| 9 | Feature Engineering | |
| 10 | Automated Feature Engineering tools | |
| 11 | Mastering Big Data Handling | |
| 12 | Comparison between libraries (big data applications) | |
| Set | Topic | File |
|---|---|---|
| 1 | Case study 1: Frustration and anger as AZ slots are all snapped up | |
| 2 | Case study 2: Netflix System Design | |
| 3 | Case study 3: COVID-19 Data Analysis | |
| 4 | Case study 4: Airline Flight Data Analysis | |
| 5 | Case study 5: How Walmart Uses Big Data to Optimize Its Pricing Strategy | |
| 6 | Case study 6: How Spotify Uses Big Data and NoSQL to Provide Personalized Music Streaming Services | |
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