Data Analysis Courses and Certifications

Microcredential

Excel to MySQL: Analytic Techniques for Business

15295 ratings at Coursera

Learn to analyze data, create forecasts, design visualizations, and communicate insights using Excel, Tableau, and MySQL. Apply skills to optimize real-world business processes in a capstone project.

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

Learn to code for data analysis

68 ratings at OpenLearn

Learn Python programming to analyze and visualize open data. Access, clean, and interpret data from global organizations using Jupyter Notebooks, developing practical skills for data analysis.

• OpenLearn
• 24 hours
• On-Demand
• Free Certificate

Data Analysis with Python Course - Numpy, Pandas, Data Visualization

3 reviews

Comprehensive introduction to Python data analysis: learn NumPy, Pandas, data visualization, and exploratory analysis through hands-on projects and real-world applications.

• freeCodeCamp
• 10 hours
• On-Demand
• Free Video

jamovi for Data Analysis - Full Tutorial

3 reviews

Comprehensive tutorial on using jamovi for data analysis, covering data wrangling, exploration, statistical tests, regression, and factor analysis. Ideal for beginners transitioning from SPSS to R-based analytics.

• freeCodeCamp
• 4-5 hours
• On-Demand
• Free Video

R Programming

245 reviews

Aprenda a programar em R para análise eficaz de dados, incluindo instalação de software, conceitos de programação, funções R, depuração e organização de código.

• Coursera
• 57 hours
• On-Demand
• Paid Course

The Data Scientist’s Toolbox

166 reviews

Introduction to key data science tools and concepts, covering R, RStudio, version control, and data analysis fundamentals for actionable insights.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Paid Course

Ask Questions to Make Data-Driven Decisions

35135 ratings at Coursera

The material will help you learn how to ask effective questions to make data-driven decisions, while connecting with stakeholders’ needs.

• Coursera
• 15 hours 18 minutes
• On-Demand
• Paid Course

Getting and Cleaning Data

58 reviews

Learn to obtain, clean, and organize data from various sources, including web APIs and databases. Develop skills in data tidying, processing, and sharing for efficient analysis.

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

Data Analysis with Python Course

1 review

Learn Python for data analysis: functions, file handling, NumPy, Pandas, Matplotlib, Seaborn, and exploratory data analysis through hands-on practice and a case study.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

Data Analytics with the Google Stack - SQL, Python, Data Visualization, and Analysis

1 review

Hands-on data analytics training using Google tools: Sheets for analysis, BigQuery for SQL, Colab for Python, and Looker Studio for visualization. Build practical skills through project-based learning.

• freeCodeCamp
• 2 hours 57 minutes
• On-Demand
• Free Video

Bayesian Statistics: From Concept to Data Analysis

10 reviews

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
• On-Demand
• Paid Course

Exploratory Data Analysis in Python

78 ratings at Codecademy

Learn about exploratory data analysis (EDA) techniques.

• Codecademy
• 6 hours
• On-Demand
• Free Trial Available

CEC;  Bathinda College of Law

Data Analysis

Comprehensive data analysis course covering measurement, collection, sampling, processing, and statistical inference. Develops skills in questionnaire design, data representation, and hypothesis testing using various methods.

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

IIT Guwahati;  NPTEL

Data Analysis For Biologists

Learn key concepts and tools for analyzing biological data, including visualization, clustering, and dimensionality reduction. Designed for biology students to handle high-throughput data using modern techniques.

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

IIT Kanpur;  NPTEL

Data Analysis and Decision Making - I

Explore multivariate analysis techniques for decision-making, including distributions, regression, factor analysis, and more. Gain practical skills applicable to various industries and research fields.

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