Keras is a machine learning framework built on TensorFlow to facilitate scaling a machine learning app to large GPU clusters relatively easily. Problem Formulation: Given a PyCharm project. How to install the Keras library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project … Read more
Python’s “Plotly Dash” library allows you to write beautiful dashboard applications in a few lines of code to visualize your data and make it open to the world. Problem Problem Formulation: Given a PyCharm project. How to install the Plotly Dash library in your project within a virtual environment or globally? Solution Here’s a solution … Read more
Python’s dlib library is a toolkit to create real-world machine learning and data analysis apps. Problem Formulation: Given a PyCharm project. How to install the dlib library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the PyCharm menu. Select your current … Read more
Scikit-Learn, often abbreviated as sklearn, is a popular machine learning library for Python. Problem Formulation: Given a PyCharm project. How to install the Scikit-Learn library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the PyCharm menu. Select your current project. Click … Read more
Scrapy is an open-source Python library to extract data from websites, i.e., web scraping. Problem Formulation: Given a PyCharm project. How to install the Scrapy library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the PyCharm menu. Select your current project. … Read more
Virtual Environments in Python How does the tool venv work? The venv module is the new default way of creating basic virtual environments for new Python versions > 3.3. If you dive into virtual environments, you’ll quickly realize that there are a multitude of tools out there such as “virtualenv“, “pyenv“, and many more. My … Read more
spaCy is an open-source Python library for advanced Natural Language Processing (NLP). Problem Formulation: Given a PyCharm project. How to install the spaCy library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the PyCharm menu. Select your current project. Click the … Read more
SciPy is an open-source Python library for math, science, and engineering. It includes the wildly popular NumPy and Matplotlib libraries. Problem Formulation: Given a PyCharm project. How to install the SciPy library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the … Read more
PySpark is a Python library providing an API for Apache Spark. The Spark framework is a distributed engine for set computations on large-scale data facilitating distributed data analytics and machine learning. You can learn more about the career opportunities of Spark developers in my detailed blog guide: Apache Spark — Income and Opportunity Problem Formulation: … Read more
PyQt5 is a Python library for Qt version 5. Qt is a collection of C++ libraries for accessing modern desktop and mobile systems such as location and positioning services, multimedia, NFC and Bluetooth connectivity, web browser, and UI. Problem Formulation: Given a PyCharm project. How to install the PyQt5 library in your project within a … Read more
In this article, you’ll learn about the top 5 freelancer pages that help you start earning money as a Python freelancer. If you want to learn about all, not only the best, freelancing platform ordered by Alexa page rank, check out our full guide on the Finxter blog. Becoming a Python freelancer is extremely attractive … Read more
Problem: Given a directory. How to list all the files in the directory using Python? Video Solution What is a directory?A directory is a unit organizational structure used to store a collection of programs and subdirectories. Sometimes as a coder you have to deal with the countless number files within different directories. Hence, it becomes … Read more