Umakanta - Machine learning tutor - Bhubaneswar

1^st lesson belanja

Umakanta

Rate RM71
Response 3h
Students
Number of students accompanied by Umakanta since their arrival at Superprof
3
Number of students accompanied by Umakanta since their arrival at Superprof

RM71/h

1^st lesson belanja

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

Name: Umakanta
Address: Bhubaneswar, MY
Telephone: undefined
Price range: RM71

Machine learning

Lesson location

- online

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.

About the lesson

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!

Rates

Rate

RM71

Pack rates

5h: RM355
10h: RM710

online

RM71/h

free lessons

This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.

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

Lesson location

About Umakanta

About the lesson

Rates

Rate

Pack rates

online

free lessons

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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

Lesson location

About Umakanta

About the lesson

Rates

Rate

Pack rates

online

free lessons

Similar Machine learning tutors in Bhubaneswar

Vincent

JIEN WENG

MOHD NOOR HAFIZEE

Vashie

Tarek

Ubair

Ghada

Masyitah

SARAVANAPRIYA

Izrul

Ajay

Irfan

Mohanahari

Gyan

Ezureen

Yas

João

Jamshaid

Denis

Arash

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