Data Professor Courses

Streamlit - Web Application in Python

1 rating

Build interactive data science and machine learning web apps in Python with Streamlit, from first app through deployment and multipage customization.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Getting Started with Google Colab for Data Science and AI

Learn essential workflows for creating and documenting data science projects in Google Colab, covering best practices for notebook organization and documentation in AI applications.

• YouTube
• 23 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

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

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

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

From DNA to UI - Connecting the Dots Between Theory and Application in Bioinformatics

Explore the journey from academic bioinformatics to practical data app development, bridging theoretical knowledge with real-world applications in biological data analysis and visualization.

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

Code Your Own Multilingual AI Assistant in Python - Speech Recognition and Synthesis

Learn to build a Python-based multilingual AI assistant that extracts audio, transcribes content, generates summaries, and synthesizes speech in 32 languages using AssemblyAI, Claude, and Eleven Labs.

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

R Data Science Project

Build an end-to-end data science project in R, from exploratory analysis and machine learning to interactive Shiny web applications.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

R Shiny Web Application

Build interactive web applications in R with Shiny, including data-driven, machine learning, and health-monitoring examples, then deploy an app to Heroku.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

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

Build a Python Streamlit app that transcribes YouTube audio and flags sensitive content with the AssemblyAI API.

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

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

Build a data science project with DagsHub, version code and data, track experiments, and compare model performance while exploring a new hypothesis.

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

Build Your First Machine Learning Model in Python

Build a first machine learning model in Python with scikit-learn, comparing linear regression and random forest predictions on molecular solubility data.

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

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

Build a data science portfolio website with Hugo, customize its Markdown-based content and PaperMod theme, then deploy it through Hostinger.

• YouTube
• 1 hour
• Self-Paced
• Free Video