Data Analytics Courses and Certifications

Packt

Python for Finance: Investment Fundamentals & Data Analytics

12 ratings at Coursera

Master Python for finance: calculate returns, measure risk, optimize portfolios, and run simulations. Apply advanced tools like CAPM and Monte Carlo to make data-driven investment decisions and implement financial strategies.

• Coursera
• 12 hours 41 minutes
• On-Demand
• Paid Course

Packt

Statistics & Mathematics for Data Science & Data Analytics

11 ratings at Coursera

Master essential statistical and mathematical concepts for data science, from descriptive statistics and probability theory to regression analysis and hypothesis testing, with practical applications for real-world data problems.

• Coursera
• 15 hours 7 minutes
• On-Demand
• Paid Course

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

• Coursera
• On-Demand
• Paid Course
• 7 courses

Data Analytics in Accounting and Finance

Understand key concepts in the data analytics process, along with the practical application using accounting and finance data sets.

• edX
• 5 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Accounting Data Analytics

Develop an analytics mindset and master data analytics tools in accounting, from Excel to Python, covering visualization, analysis, and machine learning applications.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Mastering Advanced Data and Analytics Features in Tableau

Explore advanced Tableau features for data preparation, visualization, and analytics. Master complex calculations, data integration, and powerful analytics tools to enhance your skills and prepare for certification.

• Coursera
• 7 hours 20 minutes
• On-Demand
• Paid Course

Data Management for Analytics Part 1

Master database fundamentals, ER modeling, UML, relational design, and normalization to build robust data management systems supporting analytics and AI applications.

• Coursera
• 9 hours 6 minutes
• On-Demand
• Paid Course

Machine Learning and Data Analytics Part 1

Dive into data mining fundamentals, exploring preprocessing, classification, clustering, and regression techniques through hands-on projects and real-world case studies.

• Coursera
• 15 hours 20 minutes
• On-Demand
• Paid Course

Data Analytics and Databases on AWS

Master data analysis fundamentals and AWS services, from ETL/ELT processes to practical implementation using Amazon RDS, DynamoDB, and QuickSight for effective cloud-based data solutions.

• edX
• 3 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Bombay;  NPTEL

Pre-Business school statistics

Master essential statistical thinking and analytical tools for MBA success through real-world business scenarios, covering data interpretation, probability, hypothesis testing, and predictive modeling.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Boxplay

Data Analytics Foundations: A Beginner’s Guide

Understand how to drive your decision making and innovate using data analysis.

• edX
• 3 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Data Analytics with Skills.AI: Create Data Visualizations

Navigate Skills.AI platform, create AI-powered infographics and data visualizations, and interact with visual reports for enhanced insights and live data analysis.

• Coursera
• 2 hours 10 minutes
• On-Demand
• Paid Course

Microcredential

Microsoft Big Data Management and Analytics

Master Microsoft's big data ecosystem through hands-on projects with Azure tools, from data lakes to machine learning, preparing for high-demand analytics roles.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 5 courses

Media big data mining and case practice

Master data mining techniques and media analytics through hands-on practice with Python, text analysis, network mining, and visualization tools. Learn to extract insights from big data for journalism and communication applications.

• XuetangX
• On-Demand
• Free Online Course

Coursera

Alteryx Mastery: Data Analytics & Workflow Automation

Master Alteryx's no-code platform to automate data workflows, streamline analytics, and build enterprise-grade reporting solutions in just 3+ hours.

• Coursera
• 3 hours 16 minutes
• On-Demand
• Paid Course