Blogs

How to Automate Data Cleaning in Python Full Python Code

How to Automate Data Cleaning in Python? Full Python Code

Data Science / Leave a Comment / By

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.

What is the Main Challenge When Building Multimodal AI

What is the Main Challenge When Building Multimodal AI- 2025

Artificial Intelligence / Leave a Comment / By

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.

Google Prompting Essentials Course Review

Google Prompting Essentials Course Review- My Personal Journey

Artificial Intelligence / Leave a Comment / By

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.

How Much Machine Learning Is Required for Data Science?

How Much Machine Learning Is Required for Data Science? 2025

Data Science / Leave a Comment / By

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 …

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How Much Maths is Required for Data Science?

How Much Maths is Required for Data Science? My Journey & Tips

Data Science / Leave a Comment / By

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.

How to Learn Excel for Data Analysis?

How to Learn Excel for Data Analysis? My Personal Journey & Tips

Data Science / Leave a Comment / By

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 …

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How Long Does It Take to Learn Power BI?

How Long Does It Take to Learn Power BI? My Personal Journey

Data Science / Leave a Comment / By

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.

Why Linear Regression Cannot Be Used for Classification

Why Linear Regression Cannot Be Used for Classification- 2025

Data Science / Leave a Comment / By

Today, I want to talk to you about something important in machine learning: Why Linear Regression Cannot Be Used for Classification. If you’re just starting out, it can be confusing to know when to use certain algorithms. So, let me break it down for you in simple terms and show you why linear regression, which …

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