The Hadoop Ecosystem
Understand the core components of Hadoop, including HDFS for distributed storage and MapReduce/YARN for processing, and explore its role in batch processing and large-scale data analysis.
Big Data
Dive into the world of Big Data, where colossal amounts of information are analyzed to extract valuable insights, drive decision-making, and uncover hidden patterns. From storage and processing to advanced analytics and machine learning, we cover the technologies and concepts that power this transformative field.
NoSQL Databases
Explore the diverse landscape of NoSQL databases like MongoDB, Cassandra, and Redis. Discover how they handle unstructured or semi-structured data, offering flexibility and scalability beyond traditional relational databases.
Data Warehousing & Lakes
Distinguish between data warehouses and data lakes. Learn about their architectures, use cases, and how they enable business intelligence, reporting, and advanced analytics for strategic insights.
Real-time Stream Processing
Delve into technologies like Apache Kafka and Apache Flink for processing data streams in real-time. Understand its applications in fraud detection, IoT analytics, and personalized recommendations.
Machine Learning on Big Data
Discover how machine learning algorithms are applied to large datasets to build predictive models, perform cluster analysis, and enable intelligent automation, leveraging frameworks like Spark MLlib.
Visualizing Big Data
Learn about powerful data visualization tools and techniques that transform complex datasets into understandable charts, graphs, and dashboards, facilitating data exploration and communication of insights.