Data Professor Courses

Streamlit - Web Application in Python

1 rating

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
• Self-Paced
• Free Video

Building a Call Center Analytics Pipeline in Python

Learn to build an end-to-end call center analytics workflow using Assembly AI and Python, covering transcription, speaker identification, sentiment analysis, and data visualization for extracting insights from conversations.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Bioinformatics Project from Scratch Part 2 - Preparing the Data Set

Learn to prepare and clean bioactivity data for aromatase inhibitors using Python and RDKit, covering data loading, duplicate removal, and SMILES standardization for ML-ready datasets.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Build an LLM-Powered Voice Agent in Python

Build a hands-free LLM voice agent in Python with speech-to-text, text-to-speech, and conversation memory for natural verbal interactions.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

R Programming Tutorial - Complete Beginner's Guide 2021

Master R programming fundamentals from setup to animated visualizations in this comprehensive 50-minute tutorial series.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

R Programming 101 - Getting Started with R for Data Science

Discover R programming fundamentals through hands-on tutorials covering environment setup, variables, file operations, and integration with Python and Google Colab.

• YouTube
• 56 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video