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Youssef is lauded for his knowledge, humility, and approachability. His concise, practical advice and skillful explanations are valuable to bookers.

If you are a beginner and would like to start in data science and do not know how or you have finished a learning roadmap and are stuck and do not know what to do, I can guide you to start in this career or land a job after learning the basics. Book here for a 30-minute mentorship session, and rebook for ongoing mentorship as many times as you need.

Data Science Career Planning

4 Sessions of data science career mentoring. If you would like to start into data science &amp; machine learning and you feel lost and would like to have a long-term mentor this package is for you.

Long Term Career Mentoring

Looking to learn a new skill? The vast amount of resources on any topic on the internet can feel overwhelming at times. I can give you an overview of worthwhile content, and work with you to create a study plan. For this session, it is a good idea to know what you're looking to study, how deep you want to go, and when you want to reach that goal. Based on that, I will come up with a detailed study plan for a certain topic.

Data Science Study Plan

My ebooks Pundle

Table of Contents:<ol><li>NLP Basics Interview Questions &amp; Answers</li><li>Transformer-Based Interview Questions</li><li>Large Language Models Questions</li></ol>

Top Large Language Models Interview Q & A

<img src="https://topmate-staging.s3.ap-south-1.amazonaws.com/2byxjmzrc2Sy5kVh3cbr4r.png"> Data Science Portfolio for Success is your ultimate guide to building a data science portfolio. In this book, you will explore the following topics:<ul><li>The Importance of Having a Portfolio as a Data Scientist</li><li>How to Build a Data Science Portfolio That Will Land You a Job?</li><li>Building Industry-Level Data Science Projects: A Step-by-Step Guide</li><li>Guided Projects: A Starting Point</li><li>Ten End-to-End Guided Data Science Projects to Build Your Portfolio</li><li>Ten Websites with Open Datasets to Build Your Portfolio</li><li>Five Game-Changing Free Tools to Enhance Your Data Science Portfolio</li><li>Ten Portfolio Mistakes You Should Avoid&nbsp;</li></ul> <h4>Details</h4><ul><li>Page: 100</li><li>Size: 1.1 MB</li></ul>

Data Science Portfolio for Success E-Book

<h3>Complete LLM Roadmap: From Beginner to Advanced</h3><h4>Table of Contents:</h4><ol><li>LLM Basics &amp; Architecture</li><li>Building &amp; Training LLM From Scratch</li><li class="ql-indent-1">Best Resources On Building Datasets to Trian LLMs</li><li class="ql-indent-1">Mastering Large Language Model (LLM) Fine-Tuning: Top Learning Resources</li><li class="ql-indent-1">14 Free Large Language Models Fine-Tuning Notebooks</li><li class="ql-indent-1">Best Resources to Learn &amp; Understand Evaluating LLMs</li><li class="ql-indent-1">Overview of LLM Quantization Techniques &amp; Where to Learn Each of Them?</li><li class="ql-indent-1">Top Resources to Learn &amp; Understand RLHF &amp; LLM Alignment</li><li class="ql-indent-1">How to Stay Updated with LLMs Research &amp; Industry News?</li><li>Building LLMs Applications In Production</li><li class="ql-indent-1">Best Resoruces to Learn Prompt Engineering</li><li class="ql-indent-1">Top Resources to Master Vector Databases &amp; Building a Vector Storage</li><li class="ql-indent-1">Top Resources to Master RAG: From Basic Level to Advanced</li><li class="ql-indent-1">5 Free Tools to Run Large Language Models (LLM) Locally on Your Laptop</li><li class="ql-indent-1">Deploying LLMs: Top Learning &amp; Educational Resources to Get Started</li><li class="ql-indent-1">Getting Started with LLM Inference Optimization: Best Resources</li><li class="ql-indent-1">What is LLMOps and How to Get Started With It?</li><li class="ql-indent-1">Securing LLMs: Best Learning &amp; Educational Resources</li><li>Building LLM Project Portoflio</li><li class="ql-indent-1">10 Large Language Models Projects Ideas To Build Your Portfolio</li><li class="ql-indent-1">10 Guided Large Language Models Projects to Build Your Portfolio</li></ol>

LLM Roadmap from Beginner to Advanced Level

"Prompt Engineering Best Practices for Instruction-Tuned LLM" is a comprehensive guide designed to equip readers with the essential knowledge and tools to master the fine-tuning and prompt engineering of large language models (LLMs). The book covers everything from foundational concepts to advanced applications, making it an invaluable resource for anyone interested in leveraging the full potential of instruction-tuned models. The first part, Introduction to LLM Instruction Fine Tuning, offers a deep dive into the core concepts behind instruction fine-tuning. As LLMs become increasingly critical in various industries, understanding how to tailor them to specific tasks is vital. This section introduces readers to the nuances of single-task versus multi-task fine-tuning, scaling these models, and evaluating their performance, culminating in a hands-on guide for applying instruction fine-tuning to summarization tasks. The second part, Prompt Engineering Guide &amp; Best Practices, shifts focus to the art of crafting effective prompts. Prompt engineering allows users to control how LLMs respond, making it essential to ensure precision and reliability. This part covers everything from basic prompt design to more complex techniques like Chain of chain-of-thought reasoning, transforming text, and iterating on prompts for enhanced results. Each chapter is filled with actionable strategies for optimizing prompts across diverse use cases, ensuring LLMs are used to their full potential. In the final part, Building Projects with Prompt Engineering, the book moves from theory to practice, guiding readers through the development of real-world LLM-powered applications. From creating intelligent chatbots to designing end-to-end customer service systems, this section provides step-by-step instructions to turn prompt engineering concepts into functional, deployable tools. <h3>Table of Contents:</h3>Part I: Introduction to LLM Instruction Fine Tuning<ol><li>Overview of Instruction Fine Tuning</li><li>Single Vs Multi-Task LLM Instruction Fine-Tuning</li><li>Overview of Scaling Instruction-Tuned LLMs</li><li>How Can We Evaluate Instruction Tuned LLM?</li><li>Instruction Fine-Tuning LLM for Summarization: Step-by-Step Guide</li></ol>Part II: Prompt Engineering Guide &amp; Best Practices<ol><li>Prompt Engineering Guidelines</li><li>Iterative Prompt Development</li><li>Text Summarization &amp; Information Retrieval</li><li>Textual Inference &amp; Sentiment Analysis</li><li>Text Transforming &amp; Translation</li><li>Text Expansion &amp; Generation</li><li>Chain of Thought Reasoning</li><li>LLM Output Validation &amp; Evaluation</li></ol>Part III: Building Projects with Prompt Engineering<ol><li>Building Chatbots Using Prompt Engineering</li><li>Building an End-to-End Customer Service System</li><li>Testing Prompt Engineering-Based LLM Applications&nbsp;</li></ol>

Prompt Engineering Best Practices E-Book

Prompt Engineering Best Practices for Instruction-Tuned LLM

Ultimate Guid On Building Distinct Data Science Portfolio

Working on a data science project and not sure where to start? Started a project and you are stuck in a certain step? I will help you to overcome these obstacles and will guide you through your project.

Data Science Project Review

Having a good resume on hand when going on the job hunt is crucial, and will make your search a lot easier. Even if you're not looking for a new position right now, having an up-to-date CV that sells your experience to future potential employers is always good to have. In this 30 min session, I will go over your CV and portfolio and give you actionable points on how to improve them. You will be able to follow along and make these changes right away, hopefully leaving you with a top-notch CV at the end of the sessions.

Resume & Portoflio Review

Are you preparing for the interviews? But confused whether you are prepared enough or not? Mock Interviews are the best practice ground to make you ready. I will be your mock interviewer and will give you suggestions based on your profile. Still, thinking? - Proper feedback with areas of improvement - How you should approach a problem during an interview? So, What are you waiting for? Reserve a slot now to know where are you lacking in your preparation journey.

Data Science Mock interview

If you would like to apply for a higher degree (master's or Ph.D.) in AI and do not how to start, I can guide you through this 30 min meetings. I also can also review your application documents (Motivaltional letter, Resume, Recommendation letters) and provide actionable feedback

AI Higher Degree Applications

If you have an urgent questions and would like to get answers within one day, this service is the right place for you!

Urgent Messages

Let’s have a detailed chat about (not limited to): - Your career, goals, aspirations &amp; progression - Keeping yourself relevant in the industry - Switching jobs - Navigating job offers I will be happy to share my two cents based on my experience. You can consider it as one more opinion while deciding. Let’s make it happen together!

1:1 Free Mentorship

Ask away anything related to my expertise. I’ll try my best to help you out 🙂

Have a question?

Youssef is a computer vision researcher working towards his Ph.D. His research focuses on developing real-time computer vision algorithms for healthcare applications. 

He also worked as a data scientist, using customers' data to gain a better understanding of their behavior. 

Youssef is passionate about data and believes in AI's power to improve people's lives. He hopes to transfer his passion to others and guide them into this wide field through his writings.