1st lesson free
Umakanta's email address and phone number have been validated.
Umakanta
- Rate $22
- Response 3h
-
Students3
Number of students Umakanta has accompanied since arriving at Superprof
Number of students Umakanta has accompanied since arriving at Superprof
$22/h
Contact
1st lesson free
- Machine learning
Master advanced machine learning! Dive into cutting-edge techniques with hands-on training in custom large language models. Learn, create, and deploy. Boost your career with expert guidance. Enroll no
- Machine learning
Lesson location
About Umakanta
Umakanta is a dedicated research fellow with over five years of hands-on experience in the field of machine learning. Holding a Master's degree in Computer Applications, Umakanta's expertise bridges advanced computational techniques and their practical applications. Currently, Umakanta's research focuses on cutting-edge topics, including machine unlearning, which involves refining AI systems to forget specific data for enhanced adaptability and compliance. Their work also delves into AI applications in healthcare, aiming to revolutionize patient care and medical diagnostics using intelligent solutions. Moreover, Umakanta is deeply invested in addressing privacy and security challenges in large language models, ensuring that these powerful tools are robust and ethically sound. With a passion for innovation and a commitment to excellence, Umakanta is driving forward the boundaries of technology, contributing valuable insights to the machine learning and AI landscape.
See more
About the lesson
- Elementary School
- Middle School
- High School
- +16
levels :
Elementary School
Middle School
High School
Première
Terminale
College
University
Adult Education
Masters/ Graduate School
Doctorate
Other
MBA
Early childhood education
Beginner
Intermediate
Advanced
Proficient
Autres
Children
- English
All languages in which the lesson is available :
English
In this immersive course, you'll embark on a journey through the fascinating world of NLP and large language models. Here's what we will cover:
- Natural Language Basics: Lay a strong foundation with an understanding of syntax, semantics, tokenization, stemming, lemmatization, and more, to navigate the world of human language processing.
- Language Models: Dive into the architecture and functioning of models like RNNs, transformers, and attention mechanisms. Learn how language models interpret, generate, and transform text.
- Training Techniques: Gain hands-on experience in training language models from scratch or with pre-trained architectures. Understand data preprocessing, model evaluation, and parameter optimization.
- Fine-Tuning Techniques: Master the art of adapting pre-trained models for specific tasks such as text classification, sentiment analysis, translation, or summarization, with techniques like transfer learning and domain adaptation.
- Inferencing Techniques: Explore techniques for efficient model inference, including beam search, greedy decoding, top-k sampling, and temperature sampling. Learn how to make predictions fast and accurate.
This class combines theoretical learning with practical, hands-on exercises to ensure you not only understand the concepts but also know how to apply them effectively. By the end of the course, you'll be equipped with the knowledge and skills to train, fine-tune, and deploy advanced NLP models with confidence.
Get ready to unlock the potential of AI—let's create and innovate together!
See more
Rates
Rate
- $22
Pack rates
- 5 h: $110
- 10 h: $220
free lessons
This first lesson offered with Umakanta will allow you to get to know each other and clearly specify your needs for your next lessons.
- 1hrs
online
- $22/h
Other tutors in Machine learning
Arash
Toronto & online
- $80/h
Moe
Edmonton & online
- $40/h
- 1st lesson free
Ammar
Montréal & online
- $25/h
- 1st lesson free
Ryan
Victoria & online
- $70/h
Farhad
Vancouver & online
- $69/h
Pedram
Burnaby & online
- $90/h
- 1st lesson free
Ayo
Toronto & online
- $20/h
- 1st lesson free
Mobina
Vancouver & online
- $70/h
Muzkkir
Mississauga & online
- $25/h
- 1st lesson free
Purva
Toronto & online
- $28/h
- 1st lesson free
Ayaan
Toronto & online
- $15/h
- 1st lesson free
Vrutti
Mississauga & online
- $40/h
- 1st lesson free
Anirudh
Ottawa & online
- $27/h
- 1st lesson free
Pankti
Windsor & online
- $70/h
- 1st lesson free
Joao
Vancouver & online
- $50/h
- 1st lesson free
Anish
Waterloo & online
- $30/h
- 1st lesson free
Ashita
Ottawa & online
- $45/h
- 1st lesson free
Jatin
Toronto & online
- $60/h
- 1st lesson free
Mehrdad
Hamilton & online
- $20/h
- 1st lesson free
Neerja
Edmonton & online
- $30/h
-
More Machine learning tutors
