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Industrial Training for BTech Students: Python, AI, Blockchain, and Database
Course Description:
This industrial training course is specifically designed for BTech students who want to enhance their skills and gain practical experience in the fields of Python programming, Artificial Intelligence (AI), Blockchain, and Database management. This hands-on training program aims to equip students with the knowledge and expertise required to excel in the industry and tackle real-world challenges. Throughout the course, students will work on industry-relevant projects, collaborate in team settings, and develop a strong foundation in cutting-edge technologies.
Course Outline:
Module 1: Python Programming Fundamentals
Introduction to Python and its applications
Variables, data types, and control structures
Functions, modules, and packages
File handling and exception handling
Module 2: Advanced Python Concepts
Object-oriented programming in Python
Working with databases using Python
Web scraping and data manipulation
Introduction to web frameworks (e.g., Django, Flask)
Module 3: Artificial Intelligence (AI) Fundamentals
Overview of Artificial Intelligence and its applications
Machine learning algorithms and techniques
Deep learning fundamentals and neural networks
Natural Language Processing (NLP) and computer vision
Module 4: AI Project Development
Implementing machine learning models
Training and evaluating deep learning models
NLP applications: sentiment analysis, text generation
Computer vision applications: image classification, object detection
Module 5: Blockchain Fundamentals
Introduction to blockchain technology
Cryptography and secure transactions
Smart contracts and decentralized applications (DApps)
Ethereum platform and Solidity programming language
Module 6: Blockchain Project Development
Designing and implementing smart contracts
Building decentralized applications (DApps)
Security considerations and testing
Interacting with blockchain networks
Module 7: Database Management Fundamentals
Relational database concepts
SQL querying and data manipulation
Database design and normalization
Indexing, optimization, and performance tuning
Module 8: Database Project Development
Creating and managing databases
Developing database-driven applications
Database administration and security
Data analytics and visualization
Module 9: Industry Practices and Soft Skills
Agile development methodologies
Collaboration and teamwork
Communication and presentation skills
Ethical considerations and professional conduct
Familiarity with any programming language is beneficial but not required
Course Duration:
This course is designed to be completed over 10-12 weeks, assuming a regular study schedule of approximately 6-8 hours per week.
By the end of this industrial training course, BTech students will have gained valuable hands-on experience in Python programming, AI, Blockchain, and Database management. They will be equipped with the skills necessary to excel in the industry and contribute to real-world projects in these domains.