Data Analysis Courses and Certifications

From Data to Decisions: Finding Patterns with AI

Discover how to leverage AI tools for creating data visualizations, conducting statistical analyses, and generating clear explanations of patterns and relationships in your data.

• Coursera
• 4 hours 47 minutes
• Self-Paced
• Paid Course

Customer Data Analytics for Marketers

12 ratings at Coursera

Enhance marketing strategies with data-driven insights. Learn statistical concepts, correlation analysis, and causality to make informed decisions and improve customer understanding.

• Coursera
• 23 hours 47 minutes
• Self-Paced
• Paid Course

Classification Analysis

Explore key classification algorithms, their applications, and evaluation methods. Gain hands-on experience through tutorials and case studies to solve real-world data analysis problems.

• Coursera
• 1 day 14 hours 14 minutes
• Self-Paced
• Paid Course

Data Understanding and Visualization

Learn essential statistical concepts and data visualization techniques using Pandas, Matplotlib, and Seaborn to effectively analyze, interpret, and communicate insights from datasets through compelling visualizations.

• Coursera
• 1 day 1 hour 13 minutes
• Self-Paced
• Paid Course

Network Analysis for Marketing Analytics

Explore network analysis for marketing data, covering text datasets and social networks. Learn key concepts, data structures, and visualization techniques through Python tutorials and a hands-on project.

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

Data Processing and Manipulation

Learn essential data processing techniques: handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and using data cubes and pivot tables for efficient analysis and decision-making.

• Coursera
• 1 day 4 hours 43 minutes
• Self-Paced
• Paid Course

Data Acquisition, Risk, and Estimation

Learn data acquisition planning, estimation techniques, and risk reduction for capital investments using sampling, hypothesis testing, and ROI calculations.

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

Data Wrangling with Python Project

Apply data wrangling techniques to transform raw data into a refined dataset ready for analysis. Gain hands-on experience in identifying sources, collecting, integrating, and processing data for real-world challenges.

• Coursera
• 1 day 1 hour 41 minutes
• Self-Paced
• Paid Course

Corporate Finance Institute Credential

Data Skills for Excel Professionals

199 ratings at Coursera

Enhance Excel proficiency with advanced data analysis, Power Query, and Power Pivot skills for data-driven decision-making in corporate finance contexts.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 3 courses

ChatGPT Advanced Data Analysis

979 ratings at Coursera

Unlock AI-powered data analysis skills to boost productivity, automate tasks, and enhance creativity. Learn effective prompt writing for ChatGPT to transform documents, visualize data, and streamline workflows.

• Coursera
• 10 hours 41 minutes
• Self-Paced
• Paid Course

Credential

Lean Six Sigma Green Belt Certification: Sustainability Project

22 ratings

Master Lean Six Sigma methodology to drive quality, productivity, and sustainability. Apply DMAIC process, statistics, and Lean principles in a hands-on project to improve cleanliness in your hometown.

• edX
• 42 weeks, 3-4 hours/week
• Self-Paced
• $1,446.00
• 4 courses

Business Metrics for Data-Driven Companies

10 ratings

Learn to identify critical business metrics, distinguish data analyst roles, and evaluate companies' big data adoption. Gain skills for high-demand jobs in data analytics and understand how disruptive companies leverage data for competitive advantage.

• Coursera
• 8 hours 1 minute
• Self-Paced
• Paid Course

Exploratory Data Analysis for Machine Learning

2562 ratings at Coursera

Aprenda técnicas essenciais de análise exploratória de dados para machine learning, incluindo limpeza, engenharia de recursos e testes de hipóteses, preparando-se para projetos de IA.

• Coursera
• 14 hours 11 minutes
• Self-Paced
• Paid Course

Introduction to Statistical Analysis: Hypothesis Testing

175 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 10 hours 17 minutes
• Self-Paced
• Paid Course

Analyzing Data with R

171 ratings at edX

R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.

• edX
• 6 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)