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Posts by Mr. AI

About Mr. AI
My name is Ram. I am a Data Scientist and Machine Learning expert with good knowledge in Generative AI. Working for a top MNC in New York city. I am writing this blog to share my knowledge with enthusiastic learners like you.
Posted inAI General

7 Facts You Must Know Before Taking any AI Course [in 2025]

It is a prerequisite to be prepared with the right knowledge and skills before venturing into the world of artificial intelligence. AI is a very big field, and knowledge with…
Posted by Mr. AI January 23, 2025
Posted inData Science

Data Cleaning Techniques: Handling Missing Data, Outliers, and Noise in Data Science

Data cleaning is an important yet often undervalued step in the data science workflow. Data must be accurate, complete, and free of inconsistencies before analysis or building predictive models can…
Posted by Mr. AI January 21, 2025
Posted inData Science

Data Sampling Methods and Stratification in Data Science

Data sampling and stratification are two of the most important techniques in data science that would enable researchers and analysts to conduct an efficient analysis of data to make inferences…
Posted by Mr. AI January 19, 2025
Posted inData Science

Data Science Workflow Explained with Examples

Data science is a dynamic and multidisciplinary field that applies scientific methods, processes, algorithms, and systems to extract knowledge and insights from data. In order to achieve this, data scientists…
Posted by Mr. AI January 17, 2025
Posted inData Science

Data Science in E-Commerce: 9 Use Cases and Trends Explained

Hello, fellow shoppers and tech enthusiasts! Chances are if you have ever admired how your favorite online store seems to know exactly what you want, it must be thanks to…
Posted by Mr. AI January 15, 2025
Posted inData Science

Applications of Data Science in Renewable Energy

Data science is playing a very important role in the development of renewable energy. With huge amounts of data and advanced analytical techniques, data science is helping optimize energy production,…
Posted by Mr. AI January 14, 2025
Posted inMachine Learning

Understanding Overfitting in Machine Learning and How to Avoid It

Machine learning (ML) has emerged as a transformative technology, touching areas as diverse as healthcare, finance, and autonomous systems. However, the critical challenge in developing effective ML models is managing…
Posted by Mr. AI January 13, 2025
Posted inMachine Learning

Machine Learning End-to-End Life Cycle Explained in Detail

Many perceive machine learning (ML) as something very technical, with all algorithms, data, and terms related to it. The crux of the matter, however, is simply teaching computers to learn…
Posted by Mr. AI January 12, 2025
Posted inData Science

Data Science vs Data Analytics: What’s the Difference?

Data is the buzzword in today's world, which dictates decisions and innovation. "Data science" and "data analytics" are interchangeable terms often used today, but while they share the same end…
Posted by Mr. AI January 10, 2025
Posted inData Science

Importance of Maths and Statistics in Data Science

Data science can be said to form the backbone of our world that is driven by data. It simply means pulling out valuable insights from data for making data-driven decisions.…
Posted by Mr. AI January 9, 2025

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