Authenticate Google Sheet API Using Python
Learn to authenticate and interact with Google Sheets API using Python. Covers creating, modifying, reading, and formatting spreadsheets, as well as advanced features like conditional formatting and scripting.
Python Programming for Beginners - Getting Started with Python
Comprehensive introduction to Python programming, covering data types, built-in functions, variables, and basic operations. Ideal for beginners with no prior coding experience.
End to End Machine Learning Project Implementation with Dockers, GitHub Actions and Deployment
Comprehensive guide to implementing a machine learning project, covering data analysis, model training, web application development, and deployment using Docker and GitHub Actions.
Complete Statistics for Data Science
Comprehensive statistics guide covering descriptive and inferential techniques, probability, hypothesis testing, and data analysis using Python. Ideal for aspiring data scientists and analysts.
How to Deploy an ML App on Azure App Service
Learn to develop and deploy an interactive machine learning app on Azure, covering UI creation, model development, and CI/CD configuration for seamless production deployment.
Writing Unit Tests for Data Science Code
Learn best practices for unit testing data science code, including handling data inputs, model training, and evaluation. Gain insights on bridging software engineering and data science for more robust ML applications.
From Data to Dashboard - Make an Interactive Model
Learn to create an interactive dashboard from raw data using Python. Master data cleaning, exploration, modeling, and visualization techniques for real-world data science projects.
Reliable and Reusable Python Script Sharing With KNIME
Learn to create reliable, reusable Python scripts in KNIME for efficient collaboration. Explore low-code approaches with components and full-code methods for writing KNIME nodes and extensions in Python to boost organizational productivity.
Introduction to Convolutional Neural Networks with TensorFlow
Learn to build and implement convolutional neural networks for image classification using TensorFlow. Gain hands-on experience in deep learning techniques for computer vision tasks.
Trend Analysis Using Unstructured Data from WallStreetBets
Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.
R and Python - The Best of Both Worlds
Explore the synergy between R and Python for data science, comparing their features, workflows, and data types. Learn to combine both languages for optimal results in various data science tasks.
Connecting IoT Devices to Azure IoT Hub - Digital Agriculture Project
Learn to migrate IoT solutions to Azure IoT Hub, enhancing security, reliability, and scalability. Explore device-to-cloud communication, telemetry sending, and direct method responses using Python on a Raspberry Pi.
Deploying Azure Resources with Python and Pulumi
Learn to deploy and manage Azure resources using Python and Pulumi, an infrastructure-as-code platform. Discover how this combination accelerates cloud deployment and resource management for your applications.
Deploying a Django App to Linode - Jose Portilla
Step-by-step guide to deploying a Django application on Linode, covering server setup, SSH access, GitHub integration, and code deployment for a fully functional web app.
Connecting a Database to Your Webapp - Python Web App From Scratch With Justin Mitchel
Learn to connect a database to your Python web app, covering model schemas, endpoint creation, testing, and deployment in this intermediate-level tutorial.
Data Validation and Model Training - Python Web App From Scratch With Justin Mitchel
Learn intermediate Python web app concepts: data validation, schema design, and model training. Enhance your skills in configuring databases, writing tests, and handling invalid data.
Production vs. Development - Python Web App From Scratch With Justin Mitchel
Learn intermediate Python web app development techniques, including server configuration, environment variables, and deployment strategies for production and development environments.
Load Balancing and Custom Domains - Python Web App From Scratch With Justin Mitchel
Learn advanced Python web app concepts: load balancing, custom domains, and SSL certificates. Enhance your app's performance, security, and scalability with expert guidance.
Python Web App From Scratch With Justin Mitchel
Learn intermediate Python web app development, including provisioning a server and establishing secure connections, to enhance your skills and take your projects to the next level.
App Deployment with NGINX & Supervisor - Python App From Scratch With Justin Mitchel
Learn to deploy Python web apps using NGINX as a web server and Supervisor for process control. Covers setup, configuration, and troubleshooting for successful deployment.
Securing Your Web App - Python App From Scratch With Justin Mitchel
Learn essential web app security practices: SSH keys, user permissions, and NGINX with UFW. Hands-on tutorial for implementing crucial safeguards in Python web applications.