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.

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Results for "data science"

Ball State University
Master of Science in Data Science
Earn a degree
Degree · 1 - 4 Years
Genentech
Data Science in Health Technology Assessment
Skills you'll gain: Data-Driven Decision-Making, Health Assessment, Analysis, Health Care, Statistical Modeling, Clinical Research, Data Modeling, Health Care Administration, Medical Terminology, Risk Analysis
4.7
Rating, 4.7 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
Edureka
Power BI for Data Science and Analytics
Skills you'll gain: Power BI, Business Intelligence, Data Modeling, Dataflow, Data Visualization Software, Data Analysis, Key Performance Indicators (KPIs), Text Mining, Data Science, Performance Metric, Interactive Data Visualization, Image Analysis, Data Transformation, Excel Formulas, Advanced Analytics, Artificial Intelligence, Python Programming
3.9
Rating, 3.9 out of 5 stars
7 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Inference and Hypothesis Testing in Data Science Applications
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Data Ethics, Statistical Analysis, Quantitative Research, Statistical Inference, Sample Size Determination, Sampling (Statistics), Probability Distribution
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
48 reviews
Intermediate · Course · 1 - 3 Months
Genentech
Making Data Science Work for Clinical Reporting
Skills you'll gain: Clinical Data Management, Statistical Reporting, Data Sharing, Version Control, Clinical Trials, Data Quality, GitLab, Quality Assurance, Risk Management, DevOps, R Programming, Technical Documentation, Agile Methodology
4
Rating, 4 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Politecnico di Milano
Data science perspectives on pandemic management
Skills you'll gain: Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Socioeconomics, Geographic Information Systems, Data-Driven Decision-Making, Policy Analysis, Financial Modeling, Fundraising and Crowdsourcing, Health Care, Network Analysis, Data Collection, Media and Communications
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Packt
Python Fundamentals and Data Science Essentials
Skills you'll gain: Matplotlib, Linear Algebra, NumPy, Data Visualization Software, Seaborn, Pandas (Python Package), Machine Learning, Supervised Learning, Data Analysis, Jupyter, Python Programming, Data Manipulation, Programming Principles, Regression Analysis, Data Structures
Beginner · Course · 1 - 3 Months
Johns Hopkins University
The Data Scientist’s Toolbox
Skills you'll gain: Rmarkdown, Version Control, Data Science, General Science and Research, Data Analysis, R Programming, Statistical Programming, Exploratory Data Analysis, Software Installation
4.6
Rating, 4.6 out of 5 stars
34K reviews
Mixed · Course · 1 - 4 Weeks
Edureka
Use Tableau for your Data Science Workflow
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Tableau Software, Data Visualization Software, Dashboard, Data Integration, Tree Maps, Advanced Analytics, Exploratory Data Analysis, Heat Maps, Data Mapping, Data Import/Export, Correlation Analysis
Beginner · Course · 1 - 4 Weeks
University of London
Data Science Project Capstone: Predicting Bicycle Rental
Skills you'll gain: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Forecasting, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Exploratory Data Analysis, Feature Engineering
4
Rating, 4 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Packt
R Programming for Statistics and Data Science
Skills you'll gain: R Programming, Exploratory Data Analysis, Ggplot2, Data Visualization, Statistical Programming, Descriptive Statistics, Data Manipulation, Data Science, Tidyverse (R Package), Data Structures, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Inference, Probability & Statistics, Statistical Modeling, Data Transformation, Software Installation
Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data science courses

Master of Science in Data Science: Ball State University
Data Science in Health Technology Assessment: Genentech
Power BI for Data Science and Analytics: Edureka
Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
Making Data Science Work for Clinical Reporting: Genentech
Data science perspectives on pandemic management: Politecnico di Milano
Python Fundamentals and Data Science Essentials: Packt
The Data Scientist’s Toolbox: Johns Hopkins University
Use Tableau for your Data Science Workflow: Edureka