Data Science Courses and Certifications

EuroPython Conference

Modern Data Science with Vaex - A New Approach to DataFrames and Pipelines

Explore efficient data processing for large datasets using Vaex, combining computational graphs and lazy evaluations with memory-mapped storage and out-of-core algorithms.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

EuroPython Conference

SQLAlchemy as the Backbone of a Data Science Company

Explore SQLAlchemy's advanced features for data science, including Core API, Expression Language, and database migrations. Learn to scale relational models for handling billions of records efficiently.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

AWS Events

Building a Life Science Data Strategy for Accelerating Insights

Discover how Johnson & Johnson leverages enterprise-wide data strategies and AI/ML tools to break down silos, accelerate research insights, and empower scientists and clinicians in life sciences.

• YouTube
• 47 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Krish Naik

All You Need to Know About NVIDIA CUDA-X GPU Accelerated Data Science and AI - Run Code in GPUs

Discover how NVIDIA CUDA-X and RAPIDS accelerate data science and AI workflows with GPU-powered libraries, offering APIs compatible with popular open-source tools for enhanced performance.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Google Cloud Tech

AI Agents for Data Engineering and Data Science - Episode 11

Explore AI agents for data engineering and data science with demos of BigQuery agents, CodeMender security tool, and Gemini 2.5 Computer Use Model in this technical episode.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Java

Jump-Start Your Data Science Learning with Java and Jupyter Notebooks

Discover how to leverage Java in Jupyter Notebooks for data science, machine learning, and AI development with practical examples and cutting-edge techniques.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Code With Aarohi

Python for Data Science

Master Python fundamentals essential for data science through hands-on tutorials covering lists, dictionaries, loops, functions, and modules in this step-by-step playlist.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Krish Naik

Ultimate Data Science API Testing Tool

Discover Requestly, an open-source platform for API mocking, testing, and debugging that acts as a local proxy to intercept and modify HTTP(s) requests in real-time without backend changes.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Corporate Finance Institute Microcredential

BI Essentials for Finance Analysts (Power BI Edition)

373 ratings at Coursera

Learn to manipulate, transform, and visualize financial data using Power BI. Master DAX, SQL, and financial statement analysis while comparing Power BI with Excel for data analysis tasks.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses