Analysis Courses and Certifications

IAS | PCMI Park City Mathematics Institute

Harmonic Analysis - PCMI 28th Annual Summer Session 2018

Dive into advanced harmonic analysis through expert lectures on Almgren's center manifolds, elliptic homogenization, rectifiable measures, and minimal sets from leading mathematicians.

• YouTube
• 22 hours 53 minutes
• Self-Paced
• Free Video

IAS | PCMI Park City Mathematics Institute

Lectures on Harmonic Analysis

Dive into advanced harmonic analysis through expert lectures covering Almgren's theory, elliptic homogenization, rectifiable measures, and minimal sets from leading mathematicians.

• YouTube
• 22 hours 53 minutes
• Self-Paced
• Free Video

Clinical Trials Analysis, Monitoring, and Presentation

Learn advanced skills for clinical trial management, including sample size calculation, statistical monitoring, result reporting, and the analyst's role throughout the process.

• Coursera
• 4 hours 42 minutes
• Self-Paced
• Paid Course

Analysis and Interpretation of Large-Scale Programs

Learn to analyze and interpret large-scale health programs in low- and middle-income countries. Develop skills in data analysis, evaluation, and result dissemination for women's and children's health initiatives.

• Coursera
• 21 hours 6 minutes
• Self-Paced
• Paid Course

Social Network Analysis

Explore social network dynamics through graph theory, centrality measures, and statistical modeling. Gain skills to analyze relationships, identify influencers, and conduct hypothesis testing using R programming tools.

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

Career Certificate

Information Assurance Analysis

Master advanced cybersecurity concepts across AI systems and industrial networks, from fundamental protocols to cutting-edge security practices for AI governance, ICS architecture, and emerging technologies.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Advanced Network Security and Analysis

Master advanced network security through hands-on experience with protocols, threat analysis, and defensive tools like Wireshark and Splunk. Develop practical skills in traffic monitoring, vulnerability assessment, and implementing robust security measur…

• Coursera
• 2 days 5 hours 32 minutes
• Self-Paced
• Paid Course

Data Analysis Using Hadoop Tools

Master Hadoop ecosystem tools like Hive, Pig, HBase, and Spark for advanced big data processing and analysis. Gain hands-on experience with SQL querying, data transformation, NoSQL databases, and in-memory computation.

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

Advanced Network Analysis and Incident Response

Master advanced network analysis techniques and incident response protocols using GOTS/COTS tools, while learning to implement NIST and SANS frameworks for effective cybersecurity threat detection and management.

• Coursera
• 1 day 22 hours 10 minutes
• Self-Paced
• Paid Course

Business Statistics and Analysis Capstone

442 ratings at Coursera

Apply statistical analysis skills to real-world housing data, addressing client questions and presenting findings in a clear, accessible manner for practical business insights.

• Coursera
• 7 hours 25 minutes
• Self-Paced
• Paid Course

Predictive Modeling, Model Fitting, and Regression Analysis

Explore predictive modeling techniques, including supervised and unsupervised approaches, model fitting, and regression analysis. Develop skills in data classification, decision trees, and linear regression through hands-on activities.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

Cluster Analysis, Association Mining, and Model Evaluation

Explore unsupervised learning, collaborative filtering, and model evaluation techniques. Learn to apply cluster analysis, association rules mining, and regression analytics for data-driven insights and predictions.

• Coursera
• 3 hours 57 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Roorkee

Financial Statement Analysis and Reporting

6 ratings

Comprehensive guide to financial statement analysis, covering accounting basics, corporate reporting, ratio analysis, and cash flow statements. Includes practical case studies and in-depth explanations.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Regression Analysis: Simplify Complex Data Relationships

600 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 3 hours 47 minutes
• Self-Paced
• Paid Course

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

4 ratings

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video