Title Page
విజ్ఞాన శాస్త్ర సాంకేతిక పరిశోధనా సంస్థ / विज्ञान शास्त्र प्रौद्योगिकी और परिशोधन संगठन
Events
Guest Lecture
Artificial Intelligence and Machine Learning: Theory to Practice
Mar
4
Tuesday
09:30
AM
- 04:00
PM
Summary
The lecture introduced core concepts of artificial intelligence and machine learning, starting with supervised and unsupervised learning techniques. Students learned how to preprocess data, handle missing values, perform normalization, and prepare datasets for model training. The session covered key algorithms including linear regression, decision trees, random forest, k means, and PCA. Deep learning topics such as CNNs, RNNs, and transformers were explained with examples from image processing and natural language processing. The lecture also demonstrated NLP techniques like tokenization, stemming, lemmatization, and sentiment analysis. A practical component showed how to build and deploy models using TensorFlow and PyTorch. The session concluded with a real world demo of creating a hotel booking chatbot using AWS services, showing how AI automates tasks in modern industries.
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About Guest Lecture
The Value Added Course Artificial Intelligence and Machine Learning Theory to Practice was held from 4 March to 8 March 2025, conducted by Ms Supraja Kondaveti, Machine Learning Engineer at TCS. The program focused on building a strong foundation in AI and ML concepts while giving students practical exposure to real world applications. Participants learned supervised and unsupervised learning, deep learning models, NLP techniques, and computer vision basics. The course covered data preprocessing, feature engineering, model training, hyperparameter tuning, and performance evaluation. Students also worked with tools such as TensorFlow, PyTorch, and scikit learn, and explored cloud based deployment using AWS. A practical chatbot project demonstrated real time AI implementation. The course provided industry relevant skills and helped students understand how AI is applied in fields like healthcare, automation, agriculture, and customer service.

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Venue
N Block
Dept.of Computer Science and Engineering
About Speakers
Ms. Supraja Kondaveti
AWS Certified Machine Learning Specialist.
Event Coordinator
Mr.K.Pavan Kumar
Assistant Professor
Contact Us
Vignan's Foundation for Science, Technology and Research
(Deemed to be University), Vadlamudi, Guntur-522213
info@vignan.ac.in
0863-2344700 / 701
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