Five Days FDP on “Artificial Intelligence and Machine Learning”

Event Date :    28 October 2021   -   01 November 2021

The FDP on “Artificial Intelligence and Machine Learning” is aimed at imparting knowledge and training on the fundamentals of machine learning and its applications. The main objective is to make the participants familiar with machine learning and information retrieval techniques. Expert lectures will be delivered by eminent resource persons from the industry. This program may be beneficial to Faculty members & Research Scholars who intend to practice/begin research in the field of processing and analysis of data using advanced techniques such as AI/ML/DL etc.

CONTENT OF THE FDP

Day 1

• Conventional Programming v/s Artificial Intelligence branches of AI
• Introduction to Python libraries for data acquisition and handling
• Implementation of Linear Regression Algorithm and predictions

Day 2

• Neural network and their involvement in Deep Learning
• Usage of tensor flow and Keras Libraries for building deep learning models
• Image processing based classifier using deep learning project

Day 3

• Allocation of mini-project and discussion
• Hands-on sessions (As per VTU syllabus – 18CSL76)

Day 4

• Mini project Practice and Discussion

Day 5

• Mini Project discussion and Evaluation

HIGHLIGHTS OF THE FDP

• Lab programs (As per VTU syllabus – 18CSL76) will be discussed.
• A mini-project will be given and assessed. The prize will be awarded for the best project.
• Tequed Labs will be offering a course worth Rs. 3000/- to all the participants for free of cost.
• Day-1 to Day-3 will be in OFFLINE mode and Day-4 & Day-5 in virtual mode.

FDP Brochure