research

Principles of Reinforcement Learning: An Introduction with Python

Reinforcement Learning (RL) is a type of machine learning. It trains an agent to make decisions by interacting with an…

12 months ago

5 Tips for Getting Started with Deep Learning

Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core…

12 months ago

Tips for Effective Feature Engineering in Machine Learning

Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its…

12 months ago

5 Common Mistakes in Machine Learning and How to Avoid Them

Using machine learning to solve real-world problems is exciting. But most eager beginners jump straight to model building—overlooking the fundamentals—resulting…

12 months ago

Stable Diffusion Project: Reviving Old Photos

Photography has been around for more than a century. There are many old photos around, and probably your family has…

12 months ago

The Ultimate Beginner’s Guide to Docker

Today’s digital landscape has never been so diverse. Every individual and company selects their preferred tools and operating systems, creating…

12 months ago

Stable Diffusion Project: Commercial Poster

Stable Diffusion has taken the AI art world by storm, empowering users to generate stunning and imaginative visuals with just…

12 months ago

5 Effective Ways to Handle Imbalanced Data in Machine Learning

Introduction Here’s a something that new machine learning practitioners figure out almost immediately: not all datasets are created equal. It…

1 year ago

Tips for Choosing the Right Machine Learning Model for Your Data

Introduction Choosing the right machine learning model for your data is of major importance in any data science project. The…

1 year ago

Stable Diffusion Project: Creating Illustration

Many people write in their jobs. Not everyone is a novel writer; some write technical documentation, business plans, news articles,…

1 year ago