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
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
The Python Imaging Library (Pillow) adds powerful image processing capabilities to your Python project. Problem Formulation: Given a PyCharm project. How to install the Pillow 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
PyTorch is a machine learning framework that facilitates development of production-ready machine learning apps. Problem Formulation: Given a PyCharm project. How to install the PyTorch library in your project within a virtual environment or globally? Here’s a solution that always works: Here’s the installation process as a short animated video—it works analogously for PyTorch, just … Read more
Matplotlib is the most important Python library for data visualization and plotting. Every data scientist, machine learning engineer, and financial analyst working with Python needs it! Problem Formulation: Given a PyCharm project. How to install the Matplotlib library in your project within a virtual environment or globally? Here’s a solution that always works: Open File … Read more