Data Protection Courses

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

Computational Data Science in Physics I

Explore realistic physics research examples using computational methods to analyze LIGO data, detect gravitational waves, and fit signals within physical models using Jupyter notebooks.

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

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

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

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

Microcredential

Statistics and Data Science (General Track)

Master data science fundamentals with MIT's program covering probability, machine learning, statistics, and data analysis, preparing you to solve complex challenges and drive decision-making across industries.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Methods Track)

Master advanced statistical methods and data science techniques for rigorous analysis, informed decision-making, and evidence-based practices across industries with MIT's comprehensive program.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Social Sciences Track)

Master data science for social sciences with MIT's program covering probability, machine learning, statistics, and data analysis to solve complex social, economic, and policy challenges.

• edX
• On-Demand
• $1,500.00
• 3 courses

Microcredential

Statistics and Data Science (Time Series and Social Sciences Track)

Master time series analysis with interventions for social sciences, economics, and policy-making. Analyze temporal data to drive informed decisions and formulate effective policies.

• edX
• On-Demand
• $1,500.00
• 3 courses

Understanding the World Through Data

Discover how to leverage data and basic machine learning algorithms using Python to explore relationships, distributions, and classification models for real-world insights.

• MITx Online
• 9 weeks, 3-6 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

Collaborative Data Science for Healthcare

Explore data science principles, electronic health records analysis, and AI/ML applications to improve population health through collaborative healthcare analytics.

• MITx Online
• 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