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

Data Storytelling in Python with Vizzu - Interview with Peter Vidos

Explore data storytelling with Vizzu, a Python tool revolutionizing data visualization. Learn to create impactful charts, animate visualizations, and effectively communicate insights for various audiences.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Code Your Own YouTube AI Assistant in Python

Learn to build a Python workflow that extracts knowledge from YouTube videos by downloading audio, transcribing it, and using AI to answer questions about the content.

• YouTube
• 11 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

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

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

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

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

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