Month 3: Advanced Skills and Real-World Applications

Mastering Advanced Skills and Building Real-World Applications

Objective:

To refine skills in advanced programming, SQL, Big Data tools, and apply them in a comprehensive hands-on project using Big Data tools and Cloud Computing.

Module Content:

Section 1: Advanced Python/Java

• Advanced Concepts: Explore advanced concepts such as classes, objects, inheritance, etc.
• Libraries: Introduction to Python/Java libraries including NumPy, Pandas, Matplotlib, etc.
• Develop Advanced Programs: Apply advanced programming concepts in Python/Java.

Section 2: Advanced SQL

• Advanced Commands: Dive into advanced SQL commands like JOIN, GROUP BY, HAVING, etc.
• Subqueries and Correlated Subqueries: Understand complex SQL query structures.
• Overview of Functions and Stored Procedures: Explore the use of SQL functions and stored procedures.

Section 3: Big Data Tools

• Advanced Concepts of Apache Spark and Kafka: Deepen understanding of Spark and Kafka.
• Developing Streaming Applications: Create Spark Streaming and Kafka Streaming applications.
• Overview of Other Big Data Tools: Explore tools like HBase, Hive, etc.

Hands-on Project 3:

• Develop a complex application using Big Data tools and Cloud Computing, integrating skills acquired throughout the internship.