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OUR LATEST POSTS

What is Decarbonization?

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When I first arrived in the U.S. and settled into my new apartment, I was greeted with a revelation that would soon become a daily consideration – the heating and hot water systems were...

Finding Your WiFi Match: Top Home Internet Options by Area

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Last year, I packed my life into two suitcases and flew into the US to start my PhD—a stark shift from being an engineer back home. In the process of settling into my new academic...

Identification and Removal of Outliers in Machine Learning

In the context of Machine Learning, outliers are observations that deviate significantly from other observations in a dataset. These points can arise due to variabilities in measurements or errors in data collection. In simpler...

Red Wine Quality Dataset: Regression or Classification?

Wine has been a cherished beverage for millennia. The quality of wine can vary based on many factors, such as the type of grape, the fermentation process, storage, and others. With the rise of...

What is the difference between regression and classification in Machine Learning?

In the field of Machine Learning, the abundance of terms and techniques can be overwhelming, and at times, different concepts may appear similar. Two terms that are often confused but are crucial to understand...

Reinforcement Learning for Atari Breakout in Python

Reinforcement learning is a subfield of artificial intelligence that is concerned with developing algorithms and models that can learn from feedback and optimize actions to achieve a specific goal. One popular application of reinforcement...