Python Language – Use in AI
Python, AI, machine learning, deep learning, NLP, data analysis, TensorFlow, Keras, Scikit-learn, NumPy, Pandas.
Skills you will gain:
Python Language – Use in AI is an 8-week course that explores Python’s pivotal role in the development of AI technologies. Intended for M.Tech, M.Sc, and MCA students, as well as professionals in various tech industries, the course offers in-depth instruction on Python coding, data handling, machine learning, deep learning, and natural language processing.
Aim: This course aims to provide participants with a comprehensive understanding of Python as a foundational tool in artificial intelligence, equipping them with the skills to implement Python-based AI solutions effectively.
Program Objectives:
- Mastery of Python for AI: Deep understanding of Python as a critical tool in AI development.
- Practical Application Skills: Proficiency in applying Python to various AI domains, including machine learning and NLP.
- Innovative Problem Solving: Capability to tackle real-world problems with Python-driven AI solutions.
What you will learn?
- Introduction to Python for AI:
- Fundamentals of Python in AI, setting up the environment, and basic Python programming.
- Data Handling and Manipulation:
- Using NumPy and Pandas for data analysis, and visualizing data with Matplotlib and Seaborn.
- Introduction to Machine Learning with Python:
- Basics of machine learning, using Scikit-learn for implementing ML algorithms, and evaluating models.
- Deep Learning with Python:
- Fundamentals of neural networks, using TensorFlow and Keras for building and training models.
- Natural Language Processing (NLP):
- Basics of NLP, utilizing libraries like NLTK and spaCy, and implementing NLP projects.
- Capstone Projects and Advanced Topics:
- Application of AI in web applications, discussions on AI ethics, and a capstone project integrating AI with Python.
Intended For :
- M.Tech, M.Sc, and MCA students in IT, Computer Science, and related fields.
- E0 & E1 level professionals in BFSI, IT services, consulting, and fintech IT services.
Career Supporting Skills
