Search results for big data

Open Data Science

The IoT Data Prism - Capturing Value in the Connected World

Explore IoT analytics for mission operations using "The Data Prism" framework. Learn about edge analytics, big data, and real-time problem-solving in connected ecosystems to enhance efficiency and decision-making.

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

Data Science Festival

Spark at Scale: Engineering Strategies for Data Science Workflows

Optimize PySpark applications and slash runtimes using engineering strategies for data science workflows, illustrated through a case study on in-store availability reporting.

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

Data Council

Tackling I/O Challenges in Modern Data Lakes

Explore data lake evolution, cloud-native trends, and efficient data retrieval for big data analytics and AI workloads. Gain insights into I/O challenges and success stories in modern data platforms.

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

Data Council

Data for Impact: Leveraging LLMs for Nonprofit Social Research

Explore AI-driven insights into India's social landscape, transforming anthropological surveys into actionable data for understanding cultural evolution.

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

Data Council

The Road to Exceptional Data Correctness - Strategies from Stripe

Discover strategies for achieving exceptional data correctness in financial technology, including infrastructure design, quality checks, and observability platforms.

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

Data Science Festival

Automated Data Quality Checks for Big Datasets Using Machine Learning

Explore automated data quality checks for big datasets using Deequ, Spark, and ML techniques. Learn to enforce data reliability in real-time with practical examples from Amazon and Visa.

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

Data Science Festival

7 Tips to Ensure Your Data Project Succeeds

Discover 7 crucial tips for successful data projects. Learn to overcome common pitfalls, exceed expectations, and deliver tangible business outcomes in big data initiatives.

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

Data Science Conference

Machine Learning Techniques for Omics Data Analysis

Explore machine learning applications in Next Generation Sequencing data analysis, focusing on key techniques for processing biological data from cells, tissues, and organisms.

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

Data Science Conference

Data Lake Architecture - Preventing Data Swamps Through Proper Design

Discover essential strategies for architecting data lakes, preventing data swamps, and implementing effective governance frameworks for optimal big data analytics and storage solutions.

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

Julia Scientific Programming

32 reviews

Learn Julia for scientific computing: high-performance language for data analysis, modeling, and visualization. Explore arrays, loops, SIR models, and statistical techniques through hands-on projects and real-world applications.

• Coursera
• 19 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Data Ethics, AI and Responsible Innovation

14 ratings at Coursera

Explore ethical challenges in data-driven innovation, AI, and machine learning through real-world case studies. Gain insights on bias, fairness, privacy, and accountability in various sectors.

• Coursera
• 15 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Understanding Clinical Research: Behind the Statistics

829 reviews

If you’ve ever skipped over`the results section of a medical paper because terms like “confidence interval” or “p-value” go over your head, then you’re in the right place.

• Coursera
• 1 day 3 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Data Structures and Design Patterns for Game Developers

148 ratings at Coursera

Enhance game development skills with data structures and design patterns, focusing on object-oriented designs for robust games. Covers dynamic arrays, linked lists, graphs, and essential design patterns.

• Coursera
• 22 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Interactive Brokers

ESG Data & Accountability

29 ratings at Coursera

Explore data-driven ESG investing resources, learn about deceptive marketing practices, and understand how technology and millennial values are shaping the future of sustainable finance.

• Coursera
• 20 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks

Predictive Modeling and Machine Learning with MATLAB

81 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• On-Demand
• Free Online Course (Audit)