Science Courses and Certifications

Strange Loop Conference

RGB to XYZ - The Science and History of Color

Explore the science, history, and perception of color, from early color spaces to modern applications. Gain insights into color theory and its practical use in design and technology.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

Ryan O'Donnell

How to Do CS Theory - Lecture 1b: Research Tips for Theoretical Computer Science

Insights and tips for aspiring theoretical computer science researchers, covering research methods, paper writing, presentation skills, and essential resources in the field.

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

Bryan Cafferky

Using the Data Science Process - Lesson 5

Explore the data science process from project inception to completion, covering key steps for successful implementation in Databricks and Apache Spark projects.

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

Open Data Science

Leading Data Science Teams - A Framework to Help Guide Data Science Project Managers - Jeffrey Saltz

A framework for data science project managers covering team formation, analytical solution processes, and risk management. Focuses on effective project execution rather than specific algorithms.

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

Association for Computing Machinery (ACM)

Shafi Goldwasser: Journey from Israel to Turing Award - A Life in Computer Science

Explore Shafi Goldwasser's journey from childhood in Israel to becoming a pioneering computer scientist, covering her education, influences, and experiences that shaped her career.

• YouTube
• 3 hours 7 minutes
• Self-Paced
• Free Video

Great Learning

Data Science Full Course for Beginners - Python for Data Science

This video teaches Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

• YouTube
• 11 hours 1 minute
• Self-Paced
• Free Video

Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Great Learning

Time Series in Stock Market - Time Series Forecasting - Data Science for Beginners

Comprehensive tutorial on time series analysis for stock market forecasting, covering indices, exponential smoothing, and ARIMA models with practical applications and comparisons.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Great Learning

Data Science for Beginners - Learn Data Science in 9 Hours

This tutorial on "Data Science for Beginners" would help you to comprehensively master all the concepts of Data Science.

• YouTube
• 8 hours 48 minutes
• Self-Paced
• Free Video

Great Learning

Data Science with Python Full Course

Comprehensive introduction to data science, covering statistics, Python, machine learning, databases, exploratory analysis, visualization, deep learning, and neural networks with practical examples.

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

Krish Naik

SVM Kernels In-Depth Intuition - Polynomial Kernels Part 3 - Machine Learning Data Science

Explore polynomial kernels in SVM, understanding their intuition, use cases, and hyperparameter tuning for enhanced machine learning model performance.

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

Krish Naik

How to Debug Logs and Web Application in Heroku - Data Science

Learn to troubleshoot and debug Heroku applications, focusing on log analysis and error resolution for web and data science projects.

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

Krish Naik

MongoDB With Python - Querying JSON Documents - Data Science

Learn to query MongoDB with Python, focusing on JSON documents and data science applications. Covers server connection, insertion, querying, operators, and nested documents.

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

World Science Festival

Science in a Polarized World - A Global Town Hall Meeting

Explore the complex relationship between science and society in this global discussion, examining trust, communication, and policy-making challenges in an era of polarization and information overload.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

World Science Festival

Epic Stories of Genius - Science on Stage and Screen

Explore the challenges and triumphs of portraying scientific geniuses in stage and screen productions, discussing the balance between artistic interpretation and scientific accuracy.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Conference Talk