1.04 GB | 00:05:45 | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
1  Course Overview  (4.65 MB)
1  Introduction  (20.39 MB)
2  The Data Ecosystem  (15.44 MB)
3  Role and Responsibilities of Data Engineers  (17.44 MB)
4  Essential Skills and Tools for Data Engineers  (22.35 MB)
1  Career Paths in Data Engineering  (18.28 MB)
2  Building a Data Engineering Portfolio  (33.43 MB)
3  Core Concepts and Real-world Tasks  (30.93 MB)
4  Next steps  (13.13 MB)
1  Course Overview  (3 MB)
1  Introduction  (943.08 KB)
2  What Is Big Data  (4.76 MB)
3  The Vs of Big Data  (3.44 MB)
4  History of Big Data  (9.11 MB)
5  Opportunities in Big Data  (6.19 MB)
6  Challenges in Big Data  (5.1 MB)
7  Conclusion  (2.59 MB)
1  Introduction  (928.84 KB)
2  Principles in Designing a Scalable Big Data Architecture  (7.9 MB)
3  Key Technologies in Big Data  (7.53 MB)
4  Enterprise Technologies in Big Data  (6.36 MB)
5  Demo - Using Data Lake  (17.96 MB)
6  Demo - Using Databricks  (16.1 MB)
7  Conclusion  (1.75 MB)
1  Introduction  (1.03 MB)
2  Techniques in Big Data  (8.92 MB)
3  Ethical Considerations in Big Data  (10.77 MB)
4  Conclusion  (2.26 MB)
1  Course Overview  (3.14 MB)
1  Cloud Computing  (5.71 MB)
2  Advantages and Challenges  (5.67 MB)
3  Cloud Providers  (4.34 MB)
4  Data Engineering on AWS  (9.69 MB)
5  Data Engineering on Microsoft Azure  (8.82 MB)
6  Data Engineering on Google Cloud  (7.37 MB)
7  Managed Services  (6.45 MB)
1  Designing Data Pipelines  (4.81 MB)
2  Deploying Data Pipelines  (17.82 MB)
1  Security  (8.4 MB)
2  Monitoring  (4.23 MB)
3  Cost Optimization  (3.14 MB)
1  Course Overview  (3.66 MB)
1  Understanding Non-structured, Semi-structured, and Structured Data  (5.41 MB)
2  Introduction to Data Modeling  (8.81 MB)
3  Creating a Conceptual Data Model  (6.91 MB)
4  Implementing Logical Data Models  (7.05 MB)
5  Understanding Normalization and Entity Relationship Diagrams  (8.06 MB)
1  Implementing a Physical Data Model  (14.8 MB)
2  Understanding Optimization Techniques in Physical Database Design  (11.42 MB)
3  Demo - Performance Tuning with Indexing  (13.03 MB)
1  Understanding Key Characteristics of OLTP and OLAP Systems  (14.66 MB)
2  Data Modeling for Big Data  (6.28 MB)
1  Course Overview  (4.35 MB)
1  So Many Designs  (4.15 MB)
2  OLTP and OLAP  (2.84 MB)
3  Relational Design  (5.33 MB)
4  Atomic, Consistent, Isolated, and Durable  (7.19 MB)
5  Page Contention  (4.55 MB)
6  ODS, Star, and Snowflake Designs  (3.75 MB)
1  The Vs of Big Data  (5.54 MB)
2  Key Value and Memory Caches  (3.69 MB)
3  PubSub, Stream, and Document Databases  (4.08 MB)
4  File-based and Columnar Oriented Systems  (5.47 MB)
5  The CAP Theorem  (4.51 MB)
1  A Word on Graph  (7.93 MB)
2  Security for Data at Rest  (4.44 MB)
3  Identity and Access Management  (3.85 MB)
4  Protecting Data in Transit  (2.2 MB)
5  High Availability and Disaster Recovery  (3.8 MB)
1  Course Overview  (3.62 MB)
1  ETL Concepts and Importance  (4.64 MB)
2  Overview of ETL Tools  (9.42 MB)
3  Challenges in ETL Processes  (6.7 MB)
4  Recap  (1.31 MB)
1  Pipeline Design Fundamentals  (10.32 MB)
2  Building an ETL Workflow  (25.26 MB)
3  Introduction to Advanced Techniques  (8.49 MB)
4  Recap  (942.45 KB)
1  Monitoring and Error Management  (8.8 MB)
2  Optimization Strategies  (3.38 MB)
3  Future Trends and Innovations  (8.65 MB)
4  Next Steps  (846.23 KB)
1  Course Overview  (3.61 MB)
1  Understanding Data Pipelines  (12.77 MB)
2  Overcoming Challenges in Data Pipeline Engineering  (9.54 MB)
3  Understanding and Applying Data Pipeline Tooling  (13.23 MB)
1  Implementing Data Pipelines  (13.35 MB)
2  Demo - Implementing Data Pipelines  (21.29 MB)
1  Course Overview  (2.98 MB)
1  Leveraging Subqueries to Simplify Complex Queries  (4 MB)
2  Incorporating Data Aggregation for Analysis and Insight  (3.22 MB)
3  Enhancing Aggregation with Window Functions  (2.31 MB)
4  Structuring Subqueries Using Common Table Expressions  (3.11 MB)
5  Navigating Hierarchical Data Using Recursive CTEs  (3.16 MB)
6  Selecting the Best Join Operation  (3 MB)
7  Overcoming SQL Limitations Using Dynamic SQL  (3.48 MB)
1  System Factors that Influence SQL Query Performance  (3.38 MB)
2  Reducing Query Time Using Indexing  (3.45 MB)
3  Understanding Database Query Execution Plans  (4.89 MB)
4  Reusing Execution Plans with the Query Cache  (2.77 MB)
5  Designing a Database for Optimal Querying  (5.99 MB)
6  Query Writing Habits to Adopt and Avoid  (6.08 MB)
1  Understanding Data Ingestion  (2.97 MB)
2  Comparing ETL and ELT  (2.2 MB)
3  Validating, Transforming, Aggregating, and Enriching Data  (3.96 MB)
4  Automating Data Pipelines  (1.63 MB)
5  Breaking Down Data Ingestion Solutions  (2.4 MB)
6  Surveying Data Ingestion Vendors  (3.07 MB)
1  Introducing Big Data  (3.29 MB)
2  Understanding Apache Hadoop  (1.69 MB)
3  Querying Hadoop Using Hive  (3.43 MB)
4  Utilizing Apache Spark for High Performance Analytics  (4.31 MB)
5  Swimming in a Data Lake  (2.8 MB)
6  Decentralizing Data in a Mesh  (3.38 MB)
7  Course Summary  (1.01 MB)
1  Course Overview  (4.16 MB)
1  Introduction to Trend Analysis  (7.58 MB)
2  Identifying Trends in Time-series Data  (7.43 MB)
4  Data Smoothing  (5.95 MB)
5  Demo - Data Smoothing  (4.07 MB)
1  Analyzing Seasonal Variations  (4.41 MB)
2  Demo - Analyzing Seasonal Variations  (6.27 MB)
3  Recognizing Cyclic Patterns  (2.19 MB)
4  Demo - Recognizing Cyclic Patterns  (6.86 MB)
5  Forecasting Models  (6.73 MB)
6  Demo - Forecasting Models  (6.84 MB)
1  Course Overview  (4.17 MB)
2  Demo - Data Preparation Techniques  (24.64 MB)
1  Integration with External Tools  (3.49 MB)
3  SQL Query Optimization  (4.57 MB)
7  Summary  (1.4 MB)
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