MySQLdb is an interface to an existing MySQL database server for Python. Problem Formulation: Given a PyCharm project. How to install MySQL 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 Python Interpreter … Read more
NLTK is a Python library for processing natural languages enabling easy access to “text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum”. Problem Formulation: Given a PyCharm project. How to install the NLTK library in your project within a virtual environment or … Read more
Boto3 allows you to create, configure, and manage AWS services such as EC2 and S3 using an SDK with an object-oriented API. There’s also an SDK for Python. Problem Formulation: Given a PyCharm project. How to install the Boto3 library in your project within a virtual environment or globally? Here’s a solution that always works: … Read more
Beautiful Soup is a Python library for web scraping, i.e., extracting data from HTML and XML files. Web scraping is one of the most sought-after skills of freelance developers. To build yourself a new valuable web scraping skill, feel free to check out our full “WebScraping with BeautifulSoup” course on the Finxter Computer Science Academy … Read more
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
Introduction Python is among the most popular programming languages today. Programming languages are a set of instructions that help humans and computers to communicate. The name python originated from a popular series on BBC named “Monty Python’s Flying Circus”. Python has been regarded as the most flexible, easy-to-learn, powerful open-source programming language. Its use varies … 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