Artificial Intelligence
4
Overview
Curriculum
- This Artificial Intelligence course offers a comprehensive curriculum that covers foundational and advanced AI concepts. Students will explore Python programming, machine learning techniques, data science analysis, and deep learning applications. The course delves into practical topics like recommendation systems, natural language processing, and time series analysis, alongside real-time projects and hands-on experience. Additionally, learners will gain skills in web development using Django, AI deployment on the cloud, and building AI-powered applications using ChatGPT API. This curriculum prepares students to excel in AI, machine learning, and data science industries.
Overview
- This AI course provides a solid foundation in artificial intelligence, machine learning, and data science. It covers Python programming, key machine learning algorithms, deep learning, and natural language processing, with hands-on experience using tools like TensorFlow and Scikit-learn. The course includes practical projects in AI applications such as recommendation systems, chatbots, and time series analysis. Additionally, it covers web development with Django and cloud deployment, preparing students to apply AI in real-world scenarios across various industries.
Modules
- Module 1: Python
- Module 2: ML-Regression
- Module 3: ML-Classification
- Module 4: ML-Clustering
- Module 5: Advanced ML-Feature Selection
- Module 6: Advanced ML-Dimensionality Reduction
- Module 7: DS-Univariate Analysis
- Module 8: DS-Bivariate Analysis
- Module 9: DS-Data Visualization
- Module 10: Web Development using Django
- Module 11: Recommendation System
- Module 12: Deep Learning
- Module 13: Time Series Analysis
- Module 14: NLP
- Module 15: Prompt Engineering, LLM
- Module 16: Real-time Application with ChatGPT API
- Module 17: GenAl-Advanced Techniques
- Module 18: Deployment on Cloud Platform
Who Should Enroll?
This course is ideal for:
- Aspiring AI professionals looking to build a career in artificial intelligence.
- Data scientists seeking to expand their knowledge in AI and machine learning.
- Software developers interested in integrating AI into their projects.
- Individuals with a basic understanding of Python programming who want to deepen their skills.
- Beginners eager to enter the AI field with no prior experience.
- Professionals aiming to upskill and stay competitive in the rapidly evolving AI industry.
Course Details:
Instructor
- M.I.M.Ramseen
Lesson Duration
- 52 Weeks
Lessons
- 18
Places for Students
- 50+
Language:
- Tamil
Certifications
- Digital & Physical
Offered By
Mars Tech is a leading institution offering programs in Cybersecurity, AI, Computer Hardware, Digital Marketing, and more. Focused on both knowledge and hands-on experience, it equips students with pr...
Course Details
- Level: Certificate
- Type: Part-time
- Delivery Mode:Hybrid