Data Management Courses

Computational Data Science in Physics III

Dive into numerical simulations for physics research, from differential equations to lattice models, culminating in applications relevant to contemporary lattice QCD.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Data Analysis for Social Scientists

Master methods for analyzing data to answer cultural, social, economic, and policy questions using R, probability, statistics, and machine learning techniques.

• MITx Online
• 14 weeks, 12-14 hours a week
• On-Demand
• Free Online Course

Data, Economics, and Design of Policy: International Development

Explore the economic and political dimensions of global poverty through data-driven approaches, preparing for career advancement or accelerated graduate studies at MIT.

• MITx Online
• 48 weeks, 12-14 hours a week
• On-Demand
• Free Online Course

Data, Economics, and Design of Policy: Public Policy

Gain insights into evaluating policy effectiveness using data and evidence, preparing for career advancement or accelerated graduate studies at MIT or other universities.

• MITx Online
• 48 weeks, 12-14 hours a week
• On-Demand
• Free Online Course

Aligning Language Models with LESS Data and Simple Preference Optimization (SimPO)

Discover innovative approaches to language model alignment through LESS data selection and SimPO optimization, achieving superior performance with reduced computational resources and simplified objectives.

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

Redefining Context for Powerful Test-Time Adaptation Using Unlabeled Data

Explore advanced test-time adaptation techniques for foundation models, focusing on context-driven approaches to improve model performance across different domains using unlabeled data and inductive biases.

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

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Mathematics of Big Data and Machine Learning

Explore the Dynamic Distributed Dimensional Data Model (D4M) to tackle Big Data challenges using graph theory, linear algebra, and databases. Apply this innovative approach to real-world problems in various fields.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Emily Carr University of Art + Design

Project Management for Designers

12 reviews

Learn essential project management skills for designers, from client relations to successful project completion. Gain practical knowledge in estimating, contracts, timelines, and self-management to optimize workflow and ensure profitability.

• Kadenze
• 48 hours
• On-Demand
• Free Online Course

Microcredential

Data Streaming

147 ratings at Udacity

Develop real-time data processing skills using Apache Spark, Kafka, and streaming technologies. Build fluency in modern data engineering tools and create live analytics applications.

• Udacity
• 53 hours
• On-Demand
• Paid Course

Data Visualization and Communication with Tableau

9 reviews

Master data visualization and communication with Tableau. Learn to create impactful business presentations, design effective dashboards, and tell compelling data stories to drive actionable insights and influence key stakeholders.

• Coursera
• 1 day 1 hour 12 minutes
• On-Demand
• Paid Course

Supply Chain Management: A Decision-Making Framework

7 reviews

Learn how to make rational and confident supply chain decisions, by understanding how they impact the finance, market and strategy of your company.

• edX
• 10 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Data Structures Fundamentals

Learn about data structures that are used in computational thinking – both basic and advanced.

• edX
• 6 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Understanding Data Science

522 ratings at DataCamp

An introduction to data science with no coding involved.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Alteryx Microcredential

Data Science for Business Leaders

73 ratings at Udacity

Equip leaders with strategic, human capital, and technical skills to leverage data science for enhanced business outcomes. Develop organizational strategies to unlock data's potential through a 4-lesson program and capstone project.

• Udacity
• 25 hours
• On-Demand
• Paid Course