Data Protection Courses

Bayesian Statistics: From Concept to Data Analysis

10 ratings

Explore Bayesian statistics from probability basics to data analysis, comparing it with frequentist approaches. Learn to implement Bayesian methods for various data types using Excel or R.

• Coursera
• 10 hours 53 minutes
• Self-Paced
• Paid Course

Object-Oriented Data Structures in C++

3039 ratings at Coursera

Learn to code in C++, set up a development environment, and implement data structures as classes. Master memory management and engineer software solutions.

• Coursera
• 21 hours 18 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Analytics Certification Online

9668 ratings at Graduate School USA

Master Excel, SQL, Tableau, and Power BI through hands-on training to automate reporting and earn industry certifications that validate your technical expertise.

• Graduate School USA
• Self-Paced
• $2,995.00

Data Analytics Bootcamp

10812 ratings at CreativeLive

Master Excel, SQL, and Tableau to organize, analyze, and visualize data, gaining the skills to present clear, actionable insights with confidence.

• CreativeLive
• 51 hours
• Self-Paced
• Paid Course

Increasing Real Estate Management Profits: Harnessing Data Analytics

246 ratings at Coursera

Harness data analytics to boost real estate management profits through MySQL, Excel, and Tableau. Learn to extract insights, create financial models, and present recommendations to executives.

• Coursera
• 22 hours 37 minutes
• Self-Paced
• Paid Course

Data Analysis: Statistical Modeling and Computation in Applications

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• MITx Online
• Self-Paced
• Free Online Course

Probability - The Science of Uncertainty and Data

Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.

• MITx Online
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

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/week
• Self-Paced
• Free Online Course