CodeLearn PythonPythonWindows

How To Add Python Testing Tools Into Pandas Machine Learning Code

Testing your code is critical throughout the software or machine learning system development life cycle. Following this, selecting – and employing the appropriate Python testing tools should be an essential part of writing high-quality machine learning apps. Unlike other tech stacks, pandas does not have a strong testing culture. The majority of pandas developers never write tests. However…
Read more
CodeLearn PythonPythonWindows

How To Add Python Profiling Tools Into Machine Learning Code

Reducing code runtime is important for developers. Python Profilers, like cProfile, help us to find which part of the program or code takes more time to run. Whether you are using a Python GUI or the command line profiling is a huge help in tracking down code bottlenecks which impact performance. This article will walk you through the process of using the cProfile module for extracting…
Read more
Learn PythonPythonPython GUI

Learn Python With Practice Privacy-Preserving Machine Learning In Python by Catherine Nelson (PyCon 2020) Video

Data privacy remains to be one of the topmost concerns for everyone. Some of our personal or sensitive information is being collected from us even without our knowledge. Although Machine learning comes with a great number of advantages, it also comes with a great number of risks. It is interesting to note that Machine Learning is being used in internet search engines to help us get the most…
Read more
CodeIDEPythonPython GUIWindows

Unlock the Power of Python for Deep Learning with Recurrent Neural Networks

Deep learning algorithms can work with almost any type of data and require massive amounts of computing power and data to solve complex problems. Let us now take a deep dive into one of the most well-known deep learning algorithms: the Recurrent Neural Network (RNN). If you are looking for Convolutional Neural Network algorithm, read our article about it here: Unlock the Power of Python for…
Read more