Data Science and Analytics
International Institute of Information Technology Bangalore
Jan 2024 - Dec 2025 (2 years)
1. Foundational Skills:
• Introduction to Data Science
• Python Programming
• Statistics for Data Science
• Data Wrangling and Visualization 2. Core Data Science Modules:
• Machine Learning: Supervised and Unsupervised Learning
• Advanced Machine Learning Techniques
• Predictive Analytics
• Big Data Analytics (using tools like Hadoop and Spark)
• Deep Learning and Neural Networks 3. Tools & Technologies:
• Python, R
• SQL
• Power BI, Tableau
• TensorFlow, Keras
• Apache Hadoop, Apache Spark
• Git, Docker, and other tools for Data Engineering 4. Specializations:
• Natural Language Processing (NLP)
• Business Analytics
• Data Engineering
• Artificial Intelligence
• Business Intelligence 5. Capstone Projects:
• Real-world projects mentored by