How to Create Beautiful Interactive GUIs and Web Apps
Learn to create interactive GUIs and web apps using streamlit in Python. Hands-on exercises cover basics, data visualization, custom layouts, and integration with popular libraries for effective data science projects.
Feature Engineering is for Everyone
Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.
Data of Unusual Size - Interactive Visualization
Learn techniques for analyzing and visualizing massive datasets using Python libraries like Dask and hvPlot. Explore efficient data formats, parallel computation, cloud resources, and interactive visualization for large-scale data science projects.
Data Analysis with SQLite and Python
Hands-on tutorial for Python users to master SQLite, covering advanced SQL features, data manipulation with sqlite-utils, and exploration using Datasette. Learn to build and deploy data applications.
Making Use of OpenStreetMap Data with Python
Explore OpenStreetMap data manipulation using Python, learning techniques to extract, analyze, and visualize geographic information for various applications.
Meteorology, Climate and Python - Desperately Trying to Forget Technical Details
Explore meteorology and climate analysis using Python, focusing on practical applications and data visualization techniques while avoiding unnecessary technical complexities.
PL-Python - Python Inside the PostgreSQL RDBMS
Explore Python integration within PostgreSQL, enabling powerful database programming and advanced data manipulation capabilities for enhanced RDBMS functionality.
Programmazione MapReduce in Python con Pydoop
Esplora la programmazione MapReduce utilizzando Pydoop, un potente framework Python per l'elaborazione di big data distribuita su cluster Hadoop.
Diving into Scientific Python
Explore scientific Python with Python(x,y), a comprehensive distribution for data analysis, visualization, and numerical computing.
Scraping Techniques to Extract Advertisements from Web Pages
Learn effective web scraping methods to extract advertisements from websites, focusing on techniques for handling dynamic content and overcoming common challenges.
Saving Gaia with jQuery Mobile and GeoDjango
Learn to create mobile-friendly, location-aware web apps using jQuery Mobile and GeoDjango. Explore practical techniques for building eco-conscious applications with powerful geospatial features.
Social Network Analysis in Python
Learn to analyze social networks using Python, exploring graph theory concepts and practical applications for understanding complex relationships and information flow.
Visualization and Analysis of Large Scale Datasets with Python
Explore techniques for visualizing and analyzing big data using Python, focusing on efficient methods to handle large-scale datasets and extract meaningful insights.
Advanced Aspects of the Django Ecosystem - Haystack, Celery & Fabric
Explore advanced Django tools: Haystack for search, Celery for task queues, and Fabric for deployment automation. Enhance your web development skills with practical insights and techniques.
Data Plumbing with Python
Explore efficient data manipulation techniques using Python for seamless integration, transformation, and analysis of diverse datasets.
Social Network Analysis con Python
Explora el análisis de redes sociales utilizando Python, aprendiendo técnicas y herramientas para extraer información valiosa de estructuras de datos complejas y relaciones entre entidades.
Web API Mashups in a Python Application
Explore techniques for integrating multiple web APIs into Python applications, enhancing functionality and data richness through API mashups.
Visualization and Analysis of Large Scale Datasets with Python
Explore techniques for visualizing and analyzing big data using Python, focusing on efficient methods to handle large-scale datasets and extract meaningful insights.
Derivatives Analytics with Python & Numpy
Explore financial derivatives analytics using Python and NumPy, focusing on efficient implementation and practical applications in quantitative finance.
Scraping Techniques to Extract Advertisements from Web Pages
Learn effective web scraping methods for extracting advertisements, focusing on techniques to navigate complex page structures and overcome common challenges in data extraction.
The London Python Code Dojo - An Education in Developer Education
Explore collaborative coding, problem-solving, and skill development in a fun, community-driven environment. Learn from peers, celebrate failures, and enhance your programming abilities through hands-on practice.