Data Warehouse & Data Mining
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6 learners
What you'll learn
This course includes
- 3.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 25 lessons • 3.3 hours of video
Data Warehouse & Data Mining
25 lessons
• 3.3 hours
Data Warehouse & Data Mining
25 lessons
• 3.3 hours
- Lec-32: What is Data Preprocessing & Data Cleaning | Various Techniques with Example 05:53
- Complete Data Warehouse & Data Mining Syllabus for College/University Exams & Interview Preparation 07:30
- Lec - 1: Introduction to Data Warehouse🏺 with Examples 05:42
- Lec - 2: ETL (Extract, Transform, Load) | Data 📊Aggregation | Data Warehouse🏭 & Mining ⛏️ 07:25
- Lec - 3: Data Extraction | Challenges and Complexity 06:38
- Lec - 4: What is Star Schema | Schema for Multi Dimensional Data Model | Data Warehouse 06:11
- Lec - 5: Snowflake Schema in Data Warehouse | Schema for Multi Dimensional Data Model 05:58
- Lec - 6: Introduction to OLTP | Online Transaction Processing 04:55
- Lec -7: OLAP vs OLTP | Difference between OLAP vs OLTP with Real Life Examples 07:40
- OLAP vs OLTP #shorts #data #ytshorts #education 00:58
- Lec - 8: Normalization in Data Transformation | Min-Max & Z-score Techniques with example 09:08
- Lec -9: Introduction to Data Discretization with example 08:10
- Lec - 10: ETL vs ELT in Data Warehouse 🏭 06:16
- Lec - 11: Difference Between Data Warehouse, Data Mart & Data Lake 06:05
- Lec - 12: OLAP operations with real life example | Data Warehouse 08:20
- Lec - 13: Types of Data | Real life example | Data Warehouse 09:06
- Lec -14: Star vs Snowflake Schema | Data Warehouse 09:15
- Lec - 15: LZW Algorithm With Example | Data Warehouse 13:11
- Lec - 16: What is Sampling and It's types | Data Warehouse & Mining 09:02
- Lec - 17: Market Basket Analysis (MBA) | Data Mining 07:45
- Lec - 18: Apriori Algorithm in Data Mining | Real Life Example 12:59
- Lec - 19: Frequent Pattern Growth Algorithm | How to create FP Tree 14:10
- Lec - 20: Anomalies/Outliers in Data Mining 06:18
- Lec - 21: Concept Hierarchy, Categorization & Computation | Data Warehouse 09:57
- Lec - 22: Clustering in Data Mining Explained | Top Clustering Methods You MUST Know! 06:40
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