Data Protection 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/week
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course

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

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
• 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

Simon Sez IT

Data Cleaning in Excel - Text Functions and Power Query

12 ratings

Learn essential data cleaning techniques in Excel using text functions and Power Query. Master importing, formatting, and manipulating data for accurate analysis and improved efficiency.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Social Media Data Analytics

2 ratings

Explore social media data analytics using APIs, process structured and unstructured data, derive insights, and analyze sentiments. Learn to collect, analyze, and visualize data from various platforms.

• Coursera
• 10 hours 43 minutes
• Self-Paced
• Paid Course

Introduction to Accounting Data Analytics and Visualization

2 ratings

Develop analytical skills for big data in accounting, covering data assembly, visualization, and analysis using Excel, Tableau, and VBA. Learn to apply the FACT framework for data-driven decision-making in various accounting subdomains.

• Coursera
• 20 hours 46 minutes
• Self-Paced
• Paid Course

Exploring and Producing Data for Business Decision Making

2 ratings

Explore data analysis techniques for business decision-making, including summarizing datasets, sampling, normal distribution, and statistical inference using Excel. Gain practical skills to interpret results and manage uncertainties.

• Coursera
• 23 hours 39 minutes
• Self-Paced
• Paid Course

Communicating Data Science Results

2 ratings

Explore data visualization, ethics in big data, and reproducible research using cloud computing. Learn to effectively communicate findings, address privacy concerns, and leverage technology for impactful data science.

• Coursera
• 7 hours 55 minutes
• Self-Paced
• Paid Course

Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

2 ratings

Explore Big Data analytics in the cloud, covering Spark, HDFS, MapReduce, data storage, streaming systems, graph processing, and machine learning. Gain practical skills for handling large-scale data and real-time applications.

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

Big Data - Capstone Project

Analyze simulated game data using various big data tools to gain insights, improve gameplay, and create compelling reports for "Catch the Pink Flamingo".

• Coursera
• 21 hours 32 minutes
• Self-Paced
• Paid Course

Capstone: Analyzing (Social) Network Data

Analyze social networks to uncover influential members, sub-communities, and connections. Apply graph algorithms and data structures to explore real-world network data and showcase findings through a video presentation.

• Coursera
• 19 hours 49 minutes
• Self-Paced
• Paid Course