What skills can I learn from Data Analysis courses on Coursera?

Coursera’s Data Analysis courses equip learners with essential analytical skills to interpret and make sense of data: Fundamental and advanced techniques for data collection, cleaning, and preprocessing. Statistical analysis and quantitative reasoning to derive insights from data. Use of major data analysis tools and software, including Python , R , SQL , and Excel . Data visualization skills to represent data effectively and communicate findings. Predictive analytics to forecast trends and behaviors using historical data. Application of data analysis skills in various industries like healthcare, marketing, finance, and technology.

Do I need prior experience in statistics or programming to start learning Data Analysis on Coursera?

Data Analysis courses on Coursera are accessible to learners with varying levels of experience: Beginners can start with courses that introduce basic data analysis concepts and tools. Intermediate learners can enhance their skills with more detailed studies in specific areas such as s tatistical modeling or machine learning . Advanced users can deepen their expertise with complex data analytics projects and applications.

What certifications and credentials can I earn through Data Analysis courses on Coursera?

Upon completing Data Analysis courses, learners can earn credentials that may support their career development: Professional certificates that may indicate proficiency in data analysis tools and techniques. Specializations that cover in-depth topics in data analysis, enhancing both knowledge and practical skills. Certificates that can be recognized by employers in fields that rely heavily on data-driven decision-making.

What career opportunities can be pursued with skills in Data Analysis?

Proficiency in data analysis can open doors to diverse career paths across multiple sectors: Data Analyst , interpreting data sets to help guide business decisions. Business Intelligence Analyst , using data to inform strategy and business practices. Market Research Analyst , analyzing data to understand market trends and consumer preferences. Operations Analyst , using data to optimize business operations and increase efficiency. Financial Analyst , employing analytical techniques to assess financial data and predict future trends.

How can I purchase data analysis training courses for my team?

Looking to enhance your team's data analysis skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our data analysis training options and make a purchase, please visit our Coursera for Teams page.

Best Data Analysis Courses & Certificates [2025]

Find the best Data Analysis course for your goals

Status: Free Trial
IBM
Excel Basics for Data Analysis
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Analysis, Data Import/Export, Spreadsheet Software, Data Wrangling, Data Quality, Pivot Tables And Charts, Google Sheets, Data Manipulation, Data Science, Data Integrity, Information Privacy
4.8
Rating, 4.8 out of 5 stars
10K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Data Analysis with Python
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Data Import/Export, Predictive Modeling, Regression Analysis, Statistical Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Matplotlib, Feature Engineering, Data Visualization, Data Pipelines, NumPy, Python Programming
4.7
Rating, 4.7 out of 5 stars
19K reviews
Intermediate · Course · 1 - 3 Months
Status: New
Status: Preview
O.P. Jindal Global University
Statistical Methods and Data Analysis
Skills you'll gain: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
Build toward a degree
Mixed · Course · 1 - 3 Months
Status: New
Status: Free Trial
Google
Google Data Analysis with Python
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Data Wrangling, Package and Software Management, Data Analysis, Data Transformation, Unstructured Data, JSON, Object Oriented Programming (OOP), Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Mathematical Software, Computational Logic, Data Structures
4.9
Rating, 4.9 out of 5 stars
15 reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
EDUCBA
Data Analysis with NumPy and Pandas
Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Jupyter, Data Wrangling, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, Data Cleansing, Analytics, Business Analytics, Python Programming, Data Analysis Software, Numerical Analysis, Statistical Analysis
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
IBM
Introduction to Data Analytics
Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Science, Data Warehousing, Data Visualization, Data Cleansing, Apache Spark, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
20K reviews
Beginner · Course · 1 - 3 Months

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Introduction to Data Analysis using Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining
4.7
Rating, 4.7 out of 5 stars
4.3K reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Google
Data Analysis with R Programming
Skills you'll gain: Rmarkdown, Ggplot2, R Programming, Data Analysis, Tidyverse (R Package), Data Visualization, Statistical Programming, Data Visualization Software, Data Cleansing, Data Manipulation, Data Import/Export, Package and Software Management
4.8
Rating, 4.8 out of 5 stars
12K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Analyst
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Wrangling, Dashboard, Data Visualization Software, Plotly, Data Visualization, Generative AI, SQL, Interactive Data Visualization, Data Transformation, Data Analysis, Data Cleansing, Big Data, IBM Cognos Analytics, Excel Formulas, Professional Networking, Data Import/Export, Microsoft Excel, Python Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
96K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Duke University
Data Analysis with R
Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Exploratory Data Analysis, Peer Review, Regression Analysis, R (Software), Statistical Reporting, Probability Distribution, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Statistical Software, Probability & Statistics, Probability, R Programming, Statistical Modeling, Data Visualization
4.7
Rating, 4.7 out of 5 stars
7.6K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Data Analysis and Visualization Foundations
Skills you'll gain: Data Storytelling, Data Visualization, Big Data, Data Visualization Software, Data Analysis, Dashboard, IBM Cognos Analytics, Statistical Analysis, Data Mining, Apache Hadoop, Data Collection, Tree Maps, Excel Formulas, Apache Hive, Data Science, Microsoft Excel, Data Warehousing, Data Quality, Data Cleansing, Scatter Plots
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
29K reviews
Beginner · Specialization · 3 - 6 Months
Status: Preview
S.P. Jain Institute of Management and Research
Data Analysis
Skills you'll gain: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months