Umakanta - Machine learning tutor - Bhubaneswar
1st lesson free
Umakanta - Machine learning tutor - Bhubaneswar

Umakanta's email address and phone number have been validated.

Umakanta

  • Rate PKR 4,413
  • Response 3h
  • Students

    Number of students Umakanta has accompanied since arriving at Superprof

    3

    Number of students Umakanta has accompanied since arriving at Superprof

Umakanta - Machine learning tutor - Bhubaneswar

PKR 4,413/hr

1st lesson free

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1st lesson free

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.

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About the lesson

  • Primary
  • Middle School
  • SSC
  • +13

    • levels :

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    MBA

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  • 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!

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Rates

Rate

  • PKR 4,413

Pack prices

  • 5h: PKR 20
  • 10h: PKR 40

free lessons

The first free lesson with Umakanta will allow you to get to know each other and clearly specify your needs for your next lessons.

  • 1hr

online

  • PKR 4,413/h

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Tutor profile verified

Umakanta's email address and phone number have been validated.

levels

Primary

Middle School

SSC

HSSC

Adult Education

Bachelor

Master

Doctoral

Other

MBA

Pre-Primary

Beginner

Intermediate

Advanced

Professional

Kids

All languages in which the lesson is available

English

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free lessons

The first free lesson with Umakanta will allow you to get to know each other and clearly specify your needs for your next lessons.

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