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Model Distillation: Simplifying AI Models Without Losing Accuracy
Model compression refers to techniques that reduce the size and computational cost of deep learning models while maintaining accuracy....
Mr. Data Bugger
Feb 224 min read
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Understanding LangChain: A Deep Dive into LLM Chaining in Chatbot with OOP Concepts
Introduction LangChain is a powerful framework that helps developers integrate Large Language Models (LLMs) into applications with...
Mr. Data Bugger
Feb 132 min read
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Design Patterns in Agentic AI
Agentic AI design patterns are established strategies that guide the development of AI systems capable of autonomous decision-making and...
Mr. Data Bugger
Feb 12 min read
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From Data Scientist to Full-Stack Developer: Mastering UI, APIs, and Docker for Scalable Solutions
I know R, Python, Tensorflow, Pytorch etc. I know enough of timeseries, clustering, classificaiton, RL, deep learning, diffusion models...
Mr. Data Bugger
Jan 99 min read
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Finetune LLM( from openai) using LangChain ( for beginners)
Large language models (LLMs) are emerging as a transformative technology, enabling developers to build applications that they previously...
Mr. Data Bugger
Aug 24, 20232 min read
104 views
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Deep Learning with H2O in Python
H2O.ai is focused on bringing AI to businesses through software. Its flagship product is H2O, the leading open source platform that makes...
Mr. Data Bugger
Jun 5, 20212 min read
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Sentiment Analysis using NLTK and Sklearn in Python
Data can be downloaded from - http://www.cs.cornell.edu/people/pabo/movie-review-data/review_polarity.tar.gz Step 1 - loading required...
Mr. Data Bugger
Jun 5, 20212 min read
81 views
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Explainability in Data Science:- Data, Model & Prediction
XAI( Explainable AI ) is grabbing lime-light in machine learning. How can we be sure that image classification algo is learning faces...
Mr. Data Bugger
Jun 5, 20214 min read
34 views
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Forecasting total deaths from Covonavirus
Almost 60, 000 people have died of Coronavirus and we have not reached even the peak of expected distribution of deaths. Expected...
Mr. Data Bugger
Jun 5, 20212 min read
24 views
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Stripping iris dataset with 6 explainability Algorithms.
Explainable AI (XAI) refers to methods and techniques in the application of AI, such that the results of the solution can be understood...
Mr. Data Bugger
Jun 4, 20214 min read
167 views
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