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This repository will contain all the presentations, content, hands-on python notebooks for a full day Agentic AI workshop on Building Simple and Complex Agents, Deploying and Monitoring AI Agents w…
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This repository will contain the presentation and python jupyter notebooks for my DataHack Summit 2025 conference talk, Building Effective Agentic AI Systems: Lessons from the Field. Drawing from m…
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This repository will contain all the presentations, content, hands-on notebooks for a full day Generative AI workshop on Training, Fine-tuning Large Language Models for the DataHack Summit 2024 con…
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This repository will contain the presentation and python jupyter notebooks for the DataHack Summit 2024 conference talk, Improving Real-world Retrieval Augmented Generation Systems, focusing on the…
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This repository contains code files specifically IPython notebooks for the assignments in the course "Introduction to Big Data with Apache Spark" by UC Berkeley and Databricks on edX
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Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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This repository will contain all the exercises, tutorials and python jupyter notebooks for all the DeepLearning.AI courses on Generative AI, ChatGPT, LangChain, LLMs and more
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Extensive tutorials for the Advanced NLP Session in Open Data Science Conference APAC 2023. We will leverage deep transfer learning, notably transformers and LLMs like ChatGPT to solve popular task…
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Extensive tutorials for the Advanced NLP Session in Open Data Science Conference Europe 2023. We will leverage deep transfer learning, notably transformers to solve popular tasks in NLP including C…
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Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Clas…
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This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hands-on notebooks leveraging PyCaret to compare, build, tune, e…
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satellite-image-super-resolution Public
Forked from Constructor-Academy/satellite-image-super-resolutionThis repository contains the end-to-end workflow consisting of code, models, methodologies and results of a joint-effort between South Pole and SIT Academy to build a Super Resolution Imaging Syste…
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ml_model_deployment_example Public
A simple example to showcase machine learning model deployment with an API
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Contains relevant notebooks for the hands-on NLP workshop for the GIDS AIML Conference -2020 Edition
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Will contain all the necessary code examples for the Duke Cloud Computing Specialization on Coursera
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Contains materials for workshops pertaining to adversarial robustness in deep learning.
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neural-structured-learning Public
Forked from tensorflow/neural-structured-learningTraining neural models with structured signals.
Python Apache License 2.0 UpdatedFeb 22, 2021 -
tensorflow2-crash-course Public
A quick crash course in understanding the essentials of TensorFlow 2 and the integrated Keras API
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text-analytics-with-python Public
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Te…
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Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better Machine Learning Models' where we look at two interesting ca…
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Contains presentation deck and notebooks showcasing fundamental concepts and hands-on examples for Convolutional Neural Networks
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Deep learning simplified by transferring prior learning using the Python deep learning ecosystem
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nlp_workshop_odsc_europe20 Public
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular…
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Contains the slides and hands-on tutorials showcasing adversarial learning on convolutional neural networks to build robust vision models
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live-manning-nlpconf20 Public
Papers, code and slides for my session at the live@manning NLP conference, 2020 covering my talk on Deep Transfer Learning for Natural Language Processing
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awesome-transfer-learning Public
Forked from artix41/awesome-transfer-learningBest transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
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nlp_essentials Public
Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies
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transformers_nlp_essentials Public
Contains slides and hands-on tutorials for understanding and implementing Transformers in Natural Language Processing. Uses the HuggingFace Transformers framework in the hands-on tutorials.
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nlp_crash_course_plugin20 Public
Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition
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data_science_for_all Public
Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone
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