What skills can I learn in data science courses on Coursera?

Data science courses on Coursera cover a comprehensive array of essential skills including: Fundamentals of data manipulation and data analysis using tools like Python and R Statistical analysis and probability modeling Machine learning techniques, including supervised and unsupervised learning Data visualization and communication using platforms like Tableau and PowerBI Big data technologies such as Hadoop and Spark Deep learning and artificial intelligence concepts Time series analysis for forecasting and trend analysis Data ethics and data privacy best practices

Do I need prior experience in programming to start these data science courses?

No prior programming experience is required to begin beginner data science courses . The curriculum is designed to support learners at various skill levels: Beginners can start with introductory courses on data analysis and basic programming. Intermediate learners can advance to more complex statistical methods and machine learning models. Advanced professionals can specialize in areas like artificial intelligence , deep learning , or big data technologies.

What data science certifications and credentials are available?

Data science courses on Coursera offer a variety of credentialing options: Professional certificates that demonstrate comprehensive data science skills Specialized course certificates in areas such as machine learning, business analytics, or data engineering Certifications from leading technology companies and academic institutions These certificates can help demonstrate data science skills, employability and career progression.

What career opportunities are available with skills in data science?

Skills in data science can lead to a wide range of career opportunities in various sectors including technology, healthcare, finance, and more: Data Scientist Data Analyst Machine Learning Engineer Business Intelligence Analyst Quantitative Analyst Data Engineers and Database Administrators Professionals in these roles utilize data science skills to extract insights from data, support decision-making, and innovate with new algorithms and predictive models. Discover which data science role suits you best by taking our career quiz !

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

Looking to enhance your team's data science 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 science training options and make a purchase, please visit our Coursera for Teams page.

Top Data Science Courses - Learn Data Science Online

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Results for "data science"

University of Colorado System
Introduction to Clinical Data Science
Skills you'll gain: Clinical Data Management, Clinical Research, Clinical Trials, Data Manipulation, Data Analysis, Tidyverse (R Package), Medical Records, Health Information Management and Medical Records, R Programming, Databases, Data Science, Statistical Programming, Electronic Medical Record, Google Cloud Platform, Data Management, Medical Science and Research, SQL, Data Governance, Query Languages, Database Development
4.5
Rating, 4.5 out of 5 stars
409 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
Data Science with R - Capstone Project
Skills you'll gain: R Programming, Data Analysis, Analytics, Advanced Analytics, Business Analytics, Statistical Analysis, Shiny (R Package), Predictive Analytics, Predictive Modeling, Data Wrangling, Data Science, Statistical Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Programming, Statistics, Dashboard, Statistical Methods, Data Presentation, Data Storytelling
4.5
Rating, 4.5 out of 5 stars
90 reviews
Intermediate · Course · 1 - 3 Months
Duke University
Linear Regression and Modeling
Skills you'll gain: Regression Analysis, Statistical Modeling, Predictive Modeling, Statistics, Statistical Inference, Predictive Analytics, Statistical Analysis, R Programming, Mathematical Modeling, Statistical Methods, Data Analysis, Analytics, Statistical Programming, Mathematics and Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Machine Learning, Business Analytics, Data Science, Probability
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
Genentech
Making Data Science Work for Clinical Reporting
Skills you'll gain: Leadership and Management, Agile Software Development, R Programming
4.4
Rating, 4.4 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Data Analysis, General Statistics, R Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
46 reviews
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Data Science Graduate Certificate
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Machine Learning, Statistical Analysis, Statistical Tests, Regression, Statistical Machine Learning, Machine Learning Algorithms, Python Programming, Estimation, Statistical Programming, Correlation And Dependence, Data Analysis, Mathematics, Calculus, Experiment, Deep Learning, Dimensionality Reduction, Data Mining, Linear Algebra, Algorithms, Data Science, Data Warehousing, R Programming
Credit offered
Graduate Certificate · 6 - 12 Months
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: R Programming, Data Management, Extract, Transform, Load, Computer Programming, Data Analysis, Data Structures, Statistical Programming
4.5
Rating, 4.5 out of 5 stars
31 reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Data Visualization, R Programming, Plot (Graphics)
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
Coursera Project Network
Data Manipulation with dplyr in R
Skills you'll gain: Data Analysis, R Programming, Statistical Analysis
4.6
Rating, 4.6 out of 5 stars
21 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Colorado Boulder
R Programming and Tidyverse Capstone Project
Skills you'll gain: Communication, Data Analysis, Data Visualization, R Programming
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Introduction to R Programming and Tidyverse
Skills you'll gain: Computer Programming, Data Visualization, Programming Principles, R Programming, Statistical Programming, Computer Programming Tools, Data Structures, Data Analysis
4.3
Rating, 4.3 out of 5 stars
44 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Regression and Classification
Skills you'll gain: Machine Learning, Data Science, R Programming, Regression, Statistical Analysis
Build toward a degree
4
Rating, 4 out of 5 stars
13 reviews
Intermediate · Course · 1 - 3 Months