by Shahinur | Sep 3, 2021 | Deep Learning, Machine Learning, Miscellaneous, Python
tqdm is a must need python package for all data scientists and artificial intelligence researchers/developers. Sometimes, we need to visualize what is going on in the background. Some programs may require hours to several days to finish. In that case, a progress bar...
by Shahinur | Sep 1, 2021 | Deep Learning, Machine Learning, Python
Anaconda is a fantastic tool for all deep learning, machine learning, and computer vision researcher. It reduces tons of extra work for setting up environments and tools. Personally, I love it so much. Anaconda Navigator is a great UI for setting up environments and...
by Shahinur | Sep 23, 2020 | Artificial Intelligence, Deep Learning, Machine Learning
Linear Regression is one of the simplest yet powerful algorithms in machine learning and statistics. It’s widely used in predictive modeling, where the goal is to understand the relationship between one or more independent variables and a dependent variable. The...
by Shahinur | Sep 14, 2020 | Machine Learning
Overview of Supervised Learning Supervised learning is a type of machine learning algorithm that is designed to map input data to labeled output data. In supervised learning, an algorithm is trained on a labeled dataset, which means that each example in the dataset is...
by Shahinur | Oct 18, 2019 | Machine Learning, Reinforcement Learning
In addition to the agent and the environment, there are four sub-elements: policy, reward, value function, and model. Policy A policy determines how an agent will behave in a specific environment. It is a fundamental component of the agent that can independently...
by Shahinur | Sep 2, 2019 | Deep Learning, Machine Learning
Being with Deep Learning for a long time requires installing different packages or third-party software. But working in the GPU can sometimes lead to many problems. Basically the problem is with the version. That’s why I thought I’d write a note. However,...
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