Hey! I’m Aqsa Zafar, the founder of MLTut and a PhD scholar in Machine Learning. In this post, I’ll walk you through two exciting AI techniques—CAG vs RAG. These methods have changed how language models operate, and I’m here to break them down for you in a simple and easy-to-understand way. Whether you’re just starting out or already familiar with AI, this guide will help you grasp the key ideas behind CAG vs RAG.
As the founder of MLTUT, my aim is to help you learn machine learning, data science, and AI without spending too much. That’s why I’m excited to share a Udacity Discount Code, a 30% discount on Udacity courses and Nanodegree programs! This special MLTUT coupon gives you access to top learning resources in tech at a lower price.
As the founder of MLTUT, my goal is to make machine learning and data science easy for everyone. One of the first things you’ll do in any data analysis or machine learning project is clean your data. This step is important because it helps fix any mistakes or inconsistencies in your data, so it’s ready for analysis. In this blog, I’ll show you how to automate data cleaning in Python. I’ll explain each step clearly and provide a complete code example. If you’re new to data cleaning or want to speed up the process, this blog will help you.
As the founder of MLTUT, I love creating and sharing tutorials on machine learning and data science to help you learn and use these skills in real-life situations. One question I often talk about is “What is the Main Challenge When Building Multimodal AI.” Multimodal AI brings together data like text, images, audio, and video to create smarter systems, but building these systems isn’t easy. Through my website and social media, I work to explain these tough topics in simple ways and help you on your learning journey.
Hi, I’m Aqsa Zafar, the founder of MLTUT and a Ph.D. scholar in Machine Learning. I’m passionate about sharing what I know and my personal experiences to help others grow and succeed in their learning journeys. When I first heard about the Google Prompting Essentials Course, I was really curious and excited to explore how it could improve my skills in using AI tools effectively. In this blog, I’ll give you a detailed Google Prompting Essentials Course Review. I’ve broken it into clear, easy-to-follow sections. I’ll talk about what I learned, the parts I really liked, and how this course might be useful for you.
I recently completed the Google AI Essentials Course, and today, I want to share my detailed Google AI Essentials Course Review with you. This course focuses on making artificial intelligence (AI) simple, practical, and useful, even if you don’t have a technical background. I’ll break down everything I learned, the pros and cons, and whether this course is right for you.
Hi! I’m Aqsa Zafar, the founder of MLTUT and a Ph.D. student in machine learning. Have you ever wondered, “How Much Machine Learning Is Required for Data Science?” or, “Is learning machine learning even necessary to become a data scientist?” If yes, this blog is for you. I research how to detect depression using social media data …
How Much Machine Learning Is Required for Data Science? 2025 Read More »
Hi! I’m Aqsa Zafar, the founder of MLTUT and a Ph.D. scholar at Dayananda Sagar University. Data science has become a huge part of my life, but I’ll admit, it wasn’t always easy to get comfortable with the math. If you’re like I was, you might be wondering, “How Much Maths is Required for Data Science?” and if you need to be a “math genius” to succeed. I’m here to share my learning journey and help answer this very question.
Do you want to know “How Long Does It Take to Learn Tableau?”… If yes, this blog is for you. In this blog, I will share everything you need to know about learning Tableau, from the basics to advanced techniques, and my suggested roadmap on “How to Learn Tableau?”
Do you want to know “How to Learn Excel for Data Analysis?”… If yes, this blog is for you. In this blog, I will share my learning experience and my suggested roadmap on “How to Learn Excel for Data Analysis?“ As the founder of MLTUT and a Ph.D. student in Machine Learning, I’ve always believed …
How to Learn Excel for Data Analysis? My Personal Journey & Tips Read More »
Learning Power BI can be an exciting and rewarding experience, especially for those looking to improve their data analysis skills. As the founder of MLTUT and a Ph.D. scholar, I wanted to add a tool to my skill set that could help me present complex data in a way that was easy to understand. Power BI became that tool for me. This blog will share my personal journey of learning Power BI. I’ll cover how long It Takes to learn Power BI, what resources I used, what challenges I faced, and tips for anyone looking to learn this powerful tool. By the end of this blog, you’ll have a clear idea of what it takes to learn Power BI, no matter your starting point.
As the founder of MLTUT, I’ve spent years sharing tutorials on machine learning and data science. A question that I often get from people is: Is Python good for data visualization? This is something I’ve explored deeply through my work and studies, and today, I’m excited to share my personal journey with Python and how it became my go-to tool for visualizing data.
