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Tatev Karen Aslanyan
Tatev Karen Aslanyan

2K Followers

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LunarTech

·Pinned

N-Gram Language Models — Large Language Model Intuition

Understanding N-Gram Language Models in NLP, AI and Machine Learning — “Predicting the next word is a dance of knowledge and intuition, crafting stories one word at a time.” — Anonymous In this blog you will read about the a basic Language Model, N-Grams Language Model, which is the most basic but foundational language model. You will read about the mathematics…

AI

12 min read

N-Gram Language Models — Large Language Model Intuition
N-Gram Language Models — Large Language Model Intuition
AI

12 min read


Published in

LunarTech

·Pinned

BabyGPT: Build Your Own GPT Large Language Model from Scratch

Pre-Training Generative Transformer Models: Building GPT from Scratch with a Step-by-Step Guide to Generative AI in PyTorch and Python — We are going to build Generative AI, Large Language Model with PyTorch from scratch — including Embeddings, Positional Encodings, Multi-Head Self Attentions, Residual Connections, Layer Normalisation Baby GPT is an exploratory project designed to incrementally build a GPT-like language model. In this project I won’t explain the theory in too…

Artificial Intelligence

13 min read

BabyGPT: Build Your Own GPT Large Language Model from Scratch
BabyGPT: Build Your Own GPT Large Language Model from Scratch
Artificial Intelligence

13 min read


Published in

LunarTech

·Pinned

Complete Guide to A/B Testing Design, Implementation and Pitfalls

End-to-end A/B testing for your Data Science experiments for non-technical and technical specialists with examples and Python implementation — A/B testing also called split testing, originated from the randomized control trials in Statistics, is one of the most popular ways for Businesses to test new UX features, new versions of a product, or an algorithm to decide whether your business should launch that new product/feature or not.

Data Science

36 min read

Simple and Complete Guide to A/B Testing
Simple and Complete Guide to A/B Testing
Data Science

36 min read


Published in

LunarTech

·Pinned

Fundamentals Of Statistics For Data Scientists and Analysts

Key statistical concepts for your data science or data analysis journey with Python Code — As Karl Pearson, a British mathematician has once stated, Statistics is the grammar of science and this holds especially for Computer and Information Sciences, Physical Science, and Biological Science. When you are getting started with your journey in Data Science or Data Analytics, having statistical knowledge will help you to…

Statistics

32 min read

Fundamentals Of Statistics For Data Scientists and Data Analysts
Fundamentals Of Statistics For Data Scientists and Data Analysts
Statistics

32 min read


Nov 22

Mastering A/B Testing: Top 20 Questions and Answers to Ace Your Data Science Interview

Most frequently asked AB Testing question with answers and resources to ace your Data Science or Product Interview Questions — This comprehensive guide provides in-depth answers to the most frequently asked A/B Testing questions, complete with resources, to help you excel in Data Science or Product interviews. Elevate your interview skills with expert knowledge and practical tips to navigate the competitive world of data science

Data Science

12 min read

Mastering A/B Testing: Top 20 Questions and Answers to Ace Your Data Science Interview
Mastering A/B Testing: Top 20 Questions and Answers to Ace Your Data Science Interview
Data Science

12 min read


Published in

LunarTech

·Nov 17

A Comprehensive Guide to Clustering in Python

Learn key Machine Learning Clustering algorithms and topics in one place, K-Means, Hierarchical, DBScan clustering, Elbow Method, and t-SNE with examples, code and visualisations — Want to learm the hidden patterns within your data? Clustering, an essential technique in Unsupervised Machine Learning, holds the key to discovering valuable insights that can revolutionize your understanding of complex datasets.

Machine Learning

32 min read

A Comprehensive Guide to Clustering in Python
A Comprehensive Guide to Clustering in Python
Machine Learning

32 min read


Published in

LunarTech

·Nov 7

Practical Guide to A/B Testing: Tips and Case Study in Python

Practical Guide to conducting A/B Testing in Python — Are you struggling to optimize your experiments and make data-driven decisions in Python? This concise guide to A/B Testing with Python implementation has got you covered! A Quick Refresher In an A/B test, two versions (A and B) of a webpage, products, algorithms etc are compared to determine which one performs better. The…

Ab Testing

10 min read

Practical Guide to A/B Testing: Tips and Case Study in Python
Practical Guide to A/B Testing: Tips and Case Study in Python
Ab Testing

10 min read


Published in

LunarTech

·Nov 1

How Data Science and AI Can Revolutionize Your Business

Why you should consider using Data Science and AI to improve your Business — If you are wondering how to use Data Science and Artificial Intelligence (AI) for your businesses then you are in the rights place! …

AI

18 min read

How Data Science and AI Can Revolutionize Your Business
How Data Science and AI Can Revolutionize Your Business
AI

18 min read


Published in

LunarTech

·Oct 30

What is Artificial Intelligence?

Understanding Artificial Intelligence: An Introduction to AI with no technical terms — AI is the next industrial revolution, reshaping the way we work, live, and innovate, with the power to transform industries and drive progress! Do you ever wonder how your smartphone can understand your voice commands or how online recommendations seem to anticipate your preferences? …

AI

17 min read

What is Artificial Intelligence?
What is Artificial Intelligence?
AI

17 min read


Aug 26

LunarTech Unveils Data Science Education Program: Pioneering Access to Advanced AI and Machine…
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Multiplatform.AI

Thanks a lot @Multiplatform.AI for featuring and explaining about our Bootcamp at LunarTech!

Thanks a lot @Multiplatform.AI for featuring and explaining about our Bootcamp at LunarTech!

1 min read

1 min read

Tatev Karen Aslanyan

Tatev Karen Aslanyan

2K Followers

Machine Learning | Artificial Intelligence | GenAI | NLP | tatevaslanyan.com lunartech.ai https://www.linkedin.com/in/tatev-karen-aslanyan

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