Data Analysis Courses and Certifications

Microcredential

Introduction to Fundamental Skills for Data Work: Data Analysis and Interpretation

Master comprehensive data analysis skills using R, Python, SQL, and Excel to transform raw data into actionable business insights and evidence-based recommendations.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Microsoft Excel: Advanced Excel Formulas & Functions

113053 ratings at Udemy

Learn 75+ Excel spreadsheet formulas for data analysis & business intelligence, with a top Microsoft Excel instructor!

• Udemy
• 9 hours 44 minutes
• On-Demand
• Paid Course

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Data Analysis for Social Scientists - Spring 2023

Master statistical methods and econometrics to analyze social, economic, and policy data using probability, regression, experiments, and R programming.

• YouTube
• 1 day 3 hours 55 minutes
• On-Demand
• Free Video

ExcelIsFun

Excel and Power BI Basics Data Analysis

Master Excel and Power BI fundamentals through hands-on data analysis techniques, creating dynamic reports, interactive dashboards, and advanced formulas with PivotTables, Power Query, and DAX.

• YouTube
• 5 hours 2 minutes
• On-Demand
• Free Video

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• On-Demand
• Paid Course

Prepare Data for Exploration

23126 ratings at Coursera

You’ll learn how to use tools like spreadsheets and SQL to extract and make use of the right data for your objectives and how to organize and protect your data.

• Coursera
• 18 hours 39 minutes
• On-Demand
• Paid Course

Introduction to Data Analytics

20480 ratings at Coursera

Learn data analysis fundamentals, tools, and processes. Explore the data ecosystem, career opportunities, and gain practical skills through hands-on projects. Suitable for beginners.

• Coursera
• 11 hours 13 minutes
• On-Demand
• Paid Course

Process Data from Dirty to Clean

18781 ratings at Coursera

In this course, you’ll continue to build your understanding of data analytics and the concepts and tools that data analysts use in their work.

• Coursera
• 16 hours 25 minutes
• On-Demand
• Paid Course

Google Data Analytics Capstone: Complete a Case Study

19484 ratings at Coursera

This course is the eighth course in the Google Data Analytics Certificate. You’ll have the opportunity to complete an optional case study, which will help prepare you for the data analytics job hunt.

• Coursera
• 10 hours 43 minutes
• On-Demand
• Paid Course

The Data Analyst Course: Complete Data Analyst Bootcamp

24270 ratings at Udemy

Complete Data Analyst Training: Python, NumPy, Pandas, Data Collection, Preprocessing, Data Types, Data Visualization

• Udemy
• 21 hours 30 minutes
• On-Demand
• Paid Course

Beginner's Guide to Data & Data Analytics, by SF Data School

24809 ratings at Udemy

The Data Analytics Context We Wish We Had, When We First Started: Concepts, Tools, Roles, Processes, and Terms Explained

• Udemy
• 1 hour 32 minutes
• On-Demand
• Paid Course

Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)

40 reviews

Learn about relational and non-relational database management systems in this course.

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

Analyze Data to Answer Questions

12192 ratings at Coursera

In this course, you’ll explore the “analyze” phase of the data analysis process. You’ll take what you’ve learned to this point and apply it to your analysis to make sense of the data you’ve collected.

• Coursera
• 1 day 1 hour 53 minutes
• On-Demand
• Paid Course

Complete Data Analyst Bootcamp From Basics To Advanced

16135 ratings at Udemy

Master Data Analysis: Python, Stats, Gen AI, EDA, AWS, SQL ,Excel, Power BI, Tableau,ETL,Snowflake & Feature Engineering

• Udemy
• 3 days 16 hours 51 minutes
• On-Demand
• Paid Course