Data Science Courses and Certifications

GOTO Conferences

How Metaflow Became Netflix's Beloved Data Science Framework

Discover Metaflow, Netflix's ML framework that revolutionized production time. Learn its development, impact, and gain practical insights for your own projects.

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

GOTO Conferences

Uncluster Your Data Science Using Vaex

Explore Vaex, a powerful DataFrame library for efficient data manipulation and visualization of massive datasets on a single machine, enabling real-time analysis without cluster overhead.

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

GOTO Conferences

Data Science for Everyone with ISLE - Leveraging Web Technologies to Increase Data Acumen

Explore data science concepts and increase data acumen using ISLE, an interactive platform designed to empower diverse learners in understanding, interpreting, and making decisions with data.

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

GOTO Conferences

COVID-19 - Data Science and Expertise

Explore data science applications in COVID-19 prediction, including county-level forecasting and chest X-ray analysis. Learn about model building, AutoML, and the crucial role of domain expertise in improving predictions.

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

Keith Galli

Complete Python Pandas Data Science Tutorial - 2024 Updated Edition

Comprehensive tutorial on Python Pandas for data analysis, covering basics to advanced techniques. Learn to manipulate, filter, and aggregate data efficiently using the latest Pandas features and AI tools.

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

Keith Galli

Predicting Healthcare Insurance Costs with Python - Real-World Data Science Problem Solving

Predict healthcare insurance costs using Python and machine learning. Clean data, visualize with pandas, and apply scikit-learn for linear regression in this hands-on tutorial with real-world data analysis.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Why Julia is the Future for Data Science Projects

Explore Julia's advantages for data science, including speed, economic viability, and reduced carbon footprint compared to R and Python.

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

Data Science Festival

Data Science in Programmatic Advertising - Exploring Pricing Strategies for Real-Time Bidding at Scale

Explore pricing strategies for real-time bidding in programmatic advertising, focusing on bid shading and supply path optimization to enhance ROI and campaign success at scale.

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

Shaw Talebi

Creating an Effective Data Science Resume - Tips and Strategies

Discover strategies to create a standout data science resume, including key sections, impactful bullet points, and additional ways to differentiate yourself in the competitive job market.

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

Discover AI

Data Science with GPT-4 Code Interpreter: From Problem to Visualization - A Complete Project Demo

Explore how GPT-4's Code Interpreter automates data science workflows, from cleaning 5000+ EU project descriptions to implementing clustering algorithms and 3D visualizations.

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

Data Council

Writing Unit Tests for Data Science Code

Discover software engineering best practices for testing data science code, including mocking data and handling complex scenarios in machine learning projects.

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

Alteryx Bootcamp

38605 ratings at Udemy

Master Alteryx in 4 Hours with Test Workflows and Downloadable Cheat Sheets!

• Udemy
• 6 hours 30 minutes
• Self-Paced
• Paid Course

PL-300 certification prep: Microsoft Power BI Data Analyst

37075 ratings at Udemy

Learn skills for Microsoft PL-300 certification using the free Power BI Desktop. Power Query, DAX, M. Helps with DP-600

• Udemy
• 1 day 6 hours 18 minutes
• Self-Paced
• Paid Course

Quantitative Methods

7 ratings

Explore quantitative research methods in social sciences, focusing on scientific principles, research designs, measurement, sampling, and ethics. Gain skills to distinguish between solid research and flawed studies.

• Coursera
• 30 hours
• Self-Paced
• Paid Course

Excel Skills for Business: Advanced

6255 ratings at Coursera

Develop advanced Excel skills for business, including spreadsheet design, complex formulas, data cleaning, financial functions, and professional dashboard creation.

• Coursera
• 1 day 57 minutes
• Self-Paced
• Paid Course