Open in app

Sign in

Write

Sign in

Rany ElHousieny
Rany ElHousieny

463 Followers

Home

Lists

About

Published in

Level Up Coding

·Pinned

The Art of Fine-Tuning Large Language Models (LLMs)

The advent of models like GPT-3 and GPT-4 by OpenAI has ushered in a new era of natural language processing capabilities. These generative pre-trained transformers have shown remarkable proficiency in understanding and generating human-like text. However, their generalist nature often requires fine-tuning to tailor them for specific tasks or domains…

Artificial Intelligence

16 min read

The Art of Fine-Tuning Large Language Models (LLMs)
The Art of Fine-Tuning Large Language Models (LLMs)
Artificial Intelligence

16 min read


Published in

JavaScript in Plain English

·Pinned

Micro-Frontends From Beginner to Expert

In this article, I will arrange all the previous articles and videos in a way that can help people understand Micro-Frontends, gradually, and implement Hands-On projects to understand more about the concept: Here is the YouTube Playlist: https://youtu.be/AZDDIgJSKU0 1. Micro-Frontend Basics: What, Why, and How This article can be a very good place to start. I explained…

Micro Frontends

5 min read

Micro-Frontends From Beginner to Expert
Micro-Frontends From Beginner to Expert
Micro Frontends

5 min read


Published in

The Startup

·Pinned

Deploying Micro Frontends to AWS Step by Step Using React, Webpack 5, and Module Federation

In my previous article (https://www.linkedin.com/pulse/micro-frontends-hands-on-example-using-react-webpack-rany/), we built together a Micro-Frontend Host (MFE2) that renders a component from Micro-Frontend 1 (MFE1).

Micro Frontends

6 min read

Deploying Micro Frontends to AWS Step by Step Using React, Webpack 5, and Module Federation
Deploying Micro Frontends to AWS Step by Step Using React, Webpack 5, and Module Federation
Micro Frontends

6 min read


Published in

Nerd For Tech

·Pinned

Migrating from Monolithic Architecture to Microservices Hands-On Real-World Case Study

In this article and the attached video, I will go through a real-world experience that I have done to migrate from Monolithic architecture to Microservices. This will be a hands-on video What is a Monolith? “Monolith” You might have been hearing this word a lot, recently, or its other synonym “Monolithic Architecture”. It…

Microservices

6 min read

Migrating from Monolithic Architecture to Microservices Hands-On Real-World Case Study
Migrating from Monolithic Architecture to Microservices Hands-On Real-World Case Study
Microservices

6 min read


Published in

Level Up Coding

·Nov 28

LLM GPT-J 6B Domain Adaptation Fine-Tuning

In the rapidly evolving field of natural language processing (NLP), Large Language Models (LLMs) such as GPT-J 6B, with their billions of parameters, have emerged as front-runners. While these models demonstrate remarkable abilities in tasks like text generation, sentiment analysis, and language translation, their generalist nature often requires fine-tuning for…

Fine Tuning Llm

10 min read

LLM GPT-J 6B Domain Adaptation Fine-Tuning
LLM GPT-J 6B Domain Adaptation Fine-Tuning
Fine Tuning Llm

10 min read


Nov 24

Machine Learning Regression Analysis

Regression analysis is a cornerstone of machine learning, offering a way to predict continuous outcomes based on previous data. It’s used across various fields, from forecasting stock prices to determining real estate values. In essence, regression helps in understanding the relationships between variables and forecasting trends or values. 2. Types of Regression Linear Regression…

Machine Learning

4 min read

Machine Learning Regression Analysis
Machine Learning Regression Analysis
Machine Learning

4 min read


Published in

Level Up Coding

·Nov 19

Fine-Tune LLama2 using LAMINI on Google Colab

In the rapidly evolving landscape of artificial intelligence, fine-tuning large language models (LLMs) has become a cornerstone for developing highly specialized and efficient applications. Among the most promising developments in this realm is the integration of LLama2 with Lamini, a state-of-the-art platform designed for enterprises and developers. Lamini stands out…

Llm

4 min read

Fine-Tune LLama2 using LAMINI on Google Colab
Fine-Tune LLama2 using LAMINI on Google Colab
Llm

4 min read


Published in

Level Up Coding

·Nov 7

Frequentist Statistical Inference for Machine Learning and Data Science

Frequentist Statistical Inference is a fundamental aspect of statistical analysis that allows researchers to draw conclusions about a population based on a sample. This process, essential in many scientific, industrial, and social research fields, hinges on the principle that a well-chosen sample can provide insights into the characteristics of a…

Machine Learning

16 min read

Frequentist Statistical Inference for Machine Learning and Data Science
Frequentist Statistical Inference for Machine Learning and Data Science
Machine Learning

16 min read


Nov 6

Estimating Population Parameters: A Guide to Using Sample Data

In the realm of statistics and data analysis, estimating the characteristics of a larger population from a smaller sample is a fundamental and practical approach. This method is not only efficient but also necessary, especially when it’s impractical or impossible to study an entire population. …

Machine Learning

5 min read

Estimating Population Parameters: A Guide to Using Sample Data
Estimating Population Parameters: A Guide to Using Sample Data
Machine Learning

5 min read


Published in

Level Up Coding

·Nov 5

The Essential Role of Descriptive Statistics in Machine Learning and Data Science

Embarking on a journey, whether it be a family trip to Hawaii or a foray into the world of Machine Learning (ML) and Data Science (DS), begins with preparation and planning. For the former, questions like the cost of the trip or the best season to travel are essential. For…

Machine Learning

24 min read

The Essential Role of Descriptive Statistics in Machine Learning and Data Science
The Essential Role of Descriptive Statistics in Machine Learning and Data Science
Machine Learning

24 min read

Rany ElHousieny

Rany ElHousieny

463 Followers

https://www.linkedin.com/in/ranyelhousieny Commercial software development manager offering 25+ years of technical experience. Certified Solutions Architect

Following
  • Alexandra Grosu

    Alexandra Grosu

  • Jack Herrington

    Jack Herrington

  • Antonio Lagrotteria

    Antonio Lagrotteria

  • My Journey

    My Journey

  • Clearwater Analytics Engineering

    Clearwater Analytics Engineering

See all (25)

Help

Status

About

Careers

Blog

Privacy

Terms

Text to speech

Teams