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.

Top Data Analysis Courses - Learn Data Analysis Online

Results for "data analysis"

Status: Free
Coursera Instructor Network
Applying Python for Data Analysis
Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Science, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Descriptive Statistics, Data Cleansing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
4.3
Rating, 4.3 out of 5 stars
13 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
University of Colorado Boulder
Statistics and Applied Data Analysis
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Data Import/Export, Data Analysis
4.7
Rating, 4.7 out of 5 stars
30 reviews
Beginner · Specialization · 3 - 6 Months
Rice University
Python Data Analysis
Skills you'll gain: Data Processing, Data Manipulation, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Storage, Data Management
4.7
Rating, 4.7 out of 5 stars
887 reviews
Beginner · Course · 1 - 4 Weeks
IBM
Exploratory Data Analysis for Machine Learning
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Cleansing, Data Access, Data Analysis, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Probability & Statistics, Jupyter, Big Data, Machine Learning, Data Manipulation, Pandas (Python Package), Statistical Analysis, Data Transformation, Data Presentation, Artificial Intelligence
4.6
Rating, 4.6 out of 5 stars
2.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Johns Hopkins University
Business Analytics with Excel: Elementary to Advanced
Skills you'll gain: Risk Modeling, Regression Analysis, Microsoft Excel, Business Analytics, Business Process Modeling, Business Risk Management, Business Modeling, Data Modeling, Resource Allocation, Statistical Analysis, Mathematical Modeling, Process Optimization, Financial Analysis, Spreadsheet Software, Predictive Analytics, Transportation Operations
4.8
Rating, 4.8 out of 5 stars
3.7K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Stanford University
Introduction to Statistics
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
4.6
Rating, 4.6 out of 5 stars
4K reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Data Science
Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Visualization, Plotly, Machine Learning Algorithms, Plot (Graphics), Interactive Data Visualization, Knitr
4.5
Rating, 4.5 out of 5 stars
51K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Multiple educators
Data Science Foundations
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Correlation Analysis, Web Scraping, NumPy, Probability & Statistics, Predictive Modeling, Big Data, Automation, Data Visualization Software, Data Collection, Data Science, GitHub, Python Programming, Machine Learning Algorithms, Unsupervised Learning
4.6
Rating, 4.6 out of 5 stars
111K reviews
Beginner · Specialization · 3 - 6 Months
Google
Analyze Data to Answer Questions
Skills you'll gain: Data Validation, Spreadsheet Software, Data Analysis, Data Manipulation, Excel Formulas, Query Languages, Pivot Tables And Charts, SQL, Data Transformation, Database Management, Data Import/Export, Constructive Feedback
4.6
Rating, 4.6 out of 5 stars
12K reviews
Beginner · Course · 1 - 4 Weeks
IBM
What is Data Science?
Skills you'll gain: Data Mining, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Business Logic, Deep Learning, Machine Learning, Artificial Intelligence
4.7
Rating, 4.7 out of 5 stars
75K reviews
Beginner · Course · 1 - 4 Weeks
LearnQuest
Fundamentals of Data Analysis
Skills you'll gain: Data Analysis, Analytics, Statistical Analysis, Data-Driven Decision-Making, Spreadsheet Software, Analytical Skills, Exploratory Data Analysis, Descriptive Analytics, Data Cleansing, Data Collection, Advanced Analytics, Databases, Statistics, Predictive Analytics, Probability & Statistics, Query Languages, Data Visualization Software, SQL
3.7
Rating, 3.7 out of 5 stars
30 reviews
Beginner · Course · 1 - 3 Months
IBM
IBM Data Analytics with Excel and R
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Shiny (R Package), Data Wrangling, Exploratory Data Analysis, Statistical Visualization, Relational Databases, Big Data, Ggplot2, Database Design, Data Analysis, Data Mining, Dashboard, Excel Formulas, Data Manipulation, Web Scraping, Microsoft Excel
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
28K reviews
Beginner · Professional Certificate · 3 - 6 Months