Data Professor Courses

Streamlit - Web Application in Python

1 review

Learn to build interactive web applications in Python using Streamlit, from basic data science apps to advanced machine learning tools. Covers deployment, customization, and real-world projects.

• YouTube
• 12 hours
• On-Demand
• Free Video

Python Data Science Project

Learn Python for data science through hands-on projects covering machine learning, web scraping, exploratory data analysis, and computational drug discovery. Gain practical skills using popular libraries and tools.

• YouTube
• 5 hours
• On-Demand
• Free Video

Bioinformatics Project

Learn to apply data science in bioinformatics for drug discovery, from data collection to model deployment, with hands-on projects and practical coding examples.

• YouTube
• 16 hours
• On-Demand
• Free Video

R Shiny Web Application

Learn to create interactive web applications using R Shiny, from basics to advanced features like data-driven apps and machine learning integration. Deploy your creations on Heroku.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Weka Data Mining Tutorials

Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

R Data Science Project

Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

How to Build a Content Moderation App in Python for Analyzing Audio Files

Learn to build a Python app for audio content moderation using AssemblyAI API and Streamlit. Transcribe audio, analyze content, and create an interactive tool for efficient moderation.

• YouTube
• 20 minutes
• On-Demand
• Free Video

MLOps 101 - A Practical Tutorial on Creating a Machine Learning Project with DagsHub

Step-by-step tutorial on using DagsHub for machine learning projects, covering project creation, environment setup, remote storage configuration, version control, experiment tracking, and hypothesis exploration.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Build Your First Machine Learning Model in Python

Learn to build a machine learning model in Python using scikit-learn. Covers data loading, splitting, model building with linear regression and random forest, comparison, and visualization.

• YouTube
• 31 minutes
• On-Demand
• Free Video

How to Build a Portfolio Website for Data Science - Hugo + Hostinger

Learn to build a data science portfolio website using Hugo and host it on Hostinger. Covers site creation, customization, and cloud deployment for showcasing your skills and achievements effectively.

• YouTube
• 1 hour
• On-Demand
• Free Video

Tips and Tricks for Building Web Applications in Python With Streamlit

Learn advanced Streamlit techniques for building Python web apps. Covers tips, tricks, components, and automation with Google Sheets and Firebase to enhance app functionality and user experience.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Python 101 for Beginners

Learn Python basics: installation, data types, variables, type conversion, data combination, lists, and for loops in this concise 37-minute video tutorial.

• YouTube
• 37 minutes
• On-Demand
• Free Video

How to Build Your Own Speech-to-Text Transcription App in Python Using AssemblyAI and Streamlit

Learn to build a Speech-to-Text Transcription App using AssemblyAI API and Streamlit. Create a command-line tool and web app to transcribe YouTube videos with Python.

• YouTube
• 27 minutes
• On-Demand
• Free Video

How I Use Notion as a Professor and Content Creator in Data Science

Explore how Notion enhances productivity for a professor and content creator in data science. Learn practical use cases, customization tips, and benefits for teaching, content creation, and portfolio building.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Web Apps in R - Building Your First Web Application in R - Shiny Tutorial

Learn to build your first web application in R using Shiny. This tutorial covers the basics of Shiny, its structure, and how to create a simple, reactive app with customizable themes and interactive elements.

• YouTube
• 21 minutes
• On-Demand
• Free Video