Big Data Courses and Certifications

Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure

9 reviews

Learn about cloud computing, virtualization, and cloud infrastructure in this 4-week course from the UIUC. Explore major concepts, big data, and cloud service providers. Discover platform as a service, serverless architectures, and cloud storage services.

• Coursera
• 15 hours 9 minutes
• On-Demand
• Paid Course

Microcredential

Introduction to Data Science

101774 ratings at Coursera

Comprehensive introduction to data science fundamentals, covering key concepts, tools, and methodologies. Develop essential skills for data analysis, decision-making, and career advancement in this rapidly growing field.

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

Big Data's Big Deal - Viktor Mayer-Schonberger

Explore the transformative potential of Big Data across sectors, its key qualities, and societal impact. Gain insights into data growth, digitalization, and value extraction in this thought-provoking lecture.

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

Contagion - Exploring Modern Epidemics: Big Data in Epidemiology - Part 3

Experts discuss using big data to understand and predict modern epidemics, exploring innovative approaches in medical intelligence, evolutionary biology, and genetics for improved disease management and public health.

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

Data Science Dojo

Data Storage Systems - Taking a Look at Redshift, MySQL, PostgreSQL, Hadoop and Others

Explore key data storage systems like Redshift, MySQL, PostgreSQL, and Hadoop. Learn their features, pros, cons, and ideal use cases to make informed decisions for your data infrastructure needs.

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

Alan Turing Institute

Statistical Methodology and Theory - Professor Richard Samworth, Cambridge

Explore high-dimensional and nonparametric statistical inference with Prof. Samworth. Learn techniques for handling Big Data challenges, including random projections and subsampling for variable selection.

• YouTube
• 2 hours 21 minutes
• On-Demand
• Free Video

Stanford Seminar - Computational Epidemiology: The Role of Big Data and Pervasive Informatics

Explore computational epidemiology, from historical outbreaks to modern big data approaches. Learn about networked models, synthetic contact networks, and real-time epidemic science applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Great Learning

Hadoop Tutorial for Beginners - Big Data Hadoop Tutorial

1 review

IT mavens like Google, Amazon and IBM as well as growing start-ups are always in search of Big Data experts. So we have come up with a tutorial on Apache Hadoop to help you get started on your Data Analytics path!

• YouTube
• 4 hours 13 minutes
• On-Demand
• Free Video

TED

The Human Insights Missing from Big Data

Tricia Wang explores the limitations of big data and advocates for "thick data" - qualitative insights from real people - to make better business decisions and navigate uncertainty.

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

TED

Big Data Is Better Data

Explore the future of machine learning and its impact on technology, design, and human knowledge in this thrilling science talk about big data-driven innovations.

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

NPTEL;  IIT Kanpur

Applied Optimization for Wireless, Machine Learning, Big Data

This course is focused on developing the fundamental tools/ techniques in modern optimization as well as illustrating their applications in diverse fields such as Wireless Communication, Signal Processing, Machine Learning, Big Data and Finance.

• YouTube
• 1 day 11 hours
• On-Demand
• Free Video

Big Data Analytics and Algorithmic Stock Trading - Backtesting

Learn Python-based stock and forex charting, technical analysis, and algorithmic trading. Master data visualization, backtesting strategies, and big data analytics for financial markets.

• YouTube
• 6 hours
• On-Demand
• Free Video

Learn SQL for Data Analysis with Google Big Query

3698 ratings at Udemy

Learn SQL using Google's scalable analytics data warehouse. Super charge your data analysis skills with BigQuery

• Udemy
• 2 hours 1 minute
• On-Demand
• Paid Course

PySpark & AWS: Master Big Data With PySpark and AWS

2931 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 40 minutes
• On-Demand
• Paid Course

مقدمة عن البيانات الضخمة

112 ratings at Coursera

تعرف على أساسيات البيانات الضخمة وتطبيقاتها وأنظمتها. اكتسب المهارات اللازمة لفهم وتحليل البيانات الضخمة باستخدام Hadoop وMapReduce.

• Coursera
• 17 hours 28 minutes
• On-Demand
• Paid Course