Description
Master Data Science and Machine Learning Techniques
- Certificate from E&ICT Academy, IIT Kanpur upon course completion.
- 10 hours of live online sessions complemented by learning.
- Hands-on experience with 25+ projects using tools like Python, ChatGPT, and Power BI.
| 🏅Faculty Development Program Certification | 💻Online Live Interactive Instructor-Led Sessions | ⌚️ 10 Hours Course Duration |
What you’ll learn
| ✅ Develop a solid foundation in statistics, mathematics, and Python programming essential for data science. | ✅ Integrate advanced tools like ChatGPT and DALL·E into data-driven applications. |
| ✅ Gain proficiency in data exploration, cleaning, preprocessing, and visualization techniques. | ✅ Understand and implement client-server architectures and session management in web applications. |
Skills you’ll gain
Curriculum
Introduction-Data Science, ML, DL & AI
Introduces the fundamentals of Data Science, Artificial Intelligence, Machine Learning, and Deep Learning, along with their evolution and applications.
Concept of Supervised & Unsupervised Machine Learning
Explores the concepts and differences between supervised and unsupervised machine learning, along with regression and classification methods.
Practical Implementation of Supervised Machine Learning Algorithm
Focuses on hands-on implementation of supervised machine learning algorithms, such as Linear Regression and Logistic Regression.
Practical Implementation of Unsupervised Machine Learning Algorithm
Covers the practical implementation of unsupervised machine learning algorithms, including K-Means Clustering.
Introduction to Deep Learning and Neural Networks
Introduces the basics of Deep Learning, its advantages over machine learning, and the foundational concepts of neural networks.
Earn a career certificate
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Tools
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