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

Results for "data science"

University of Pennsylvania
AI Fundamentals for Non-Data Scientists
Skills you'll gain: Generative AI, Big Data, Machine Learning, Tensorflow, Artificial Intelligence, Deep Learning, Algorithms, Process Optimization, Data Analysis, Artificial Neural Networks, Natural Language Processing, Automation
4.8
Rating, 4.8 out of 5 stars
647 reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Object-Oriented Data Structures in C++
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Development Environment, Computer Programming, Software Engineering, Data Structures, Debugging, Program Development
4.7
Rating, 4.7 out of 5 stars
3K reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Programming for Everybody (Getting Started with Python)
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Computational Thinking, Software Installation, Development Environment
4.8
Rating, 4.8 out of 5 stars
231K reviews
Beginner · Course · 1 - 3 Months
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 Pennsylvania
Privacy Law and Data Protection
Skills you'll gain: General Data Protection Regulation (GDPR), Law, Regulation, and Compliance, Information Privacy, Personally Identifiable Information, Regulatory Compliance, Compliance Management, Compliance Training, Data Security, Health Care Procedure and Regulation, Data Governance, Incident Response
4.8
Rating, 4.8 out of 5 stars
778 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Cybersecurity for Data Science
Skills you'll gain: Data Security, Cybersecurity, Cyber Attacks, Data Ethics, Authentications, Data Encryption Standard, Cryptography, Cyber Security Policies, Authorization (Computing), Security Controls, Data Integrity, Information Privacy, Security Awareness
Build toward a degree
3.6
Rating, 3.6 out of 5 stars
26 reviews
Beginner · Course · 1 - 3 Months
IBM
Data Visualization with R
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Visualization, Dashboard, Statistical Visualization, Ggplot2, Plot (Graphics), Shiny (R Package), R Programming, Leaflet (Software), Scatter Plots, Box Plots, Spatial Data Analysis, Histogram, UI Components, Server Side, Application Deployment
4.6
Rating, 4.6 out of 5 stars
252 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Process Capability, Statistical Inference, Correlation Analysis, Probability Distribution, Statistical Analysis, Descriptive Statistics, Sampling (Statistics), Statistical Process Controls, Data Visualization, Statistics, Statistical Hypothesis Testing, R Programming, Statistical Software, Quantitative Research, Probability & Statistics, Analysis, Exploratory Data Analysis, Data Quality, Quality Control, Data Analysis
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
47 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of Lausanne
Challenging Forensic Science: How Science Should Speak to Court
Skills you'll gain: Criminal Investigation and Forensics, Scientific Methods, Investigation, Statistical Analysis, Report Writing, Probability & Statistics, Research, Data Collection, Verification And Validation
4.9
Rating, 4.9 out of 5 stars
495 reviews
Beginner · Course · 1 - 3 Months
Google
Google AI Essentials
Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving
4.7
Rating, 4.7 out of 5 stars
9.4K reviews
Beginner · Course · 1 - 3 Months
Google
Crash Course on Python
Skills you'll gain: Scripting, Python Programming, Computer Programming, Algorithms, Problem Management, Data Structures, Debugging, Development Environment
4.8
Rating, 4.8 out of 5 stars
39K reviews
Beginner · Course · 1 - 3 Months
Meta
Python Data Analytics
Skills you'll gain: Pandas (Python Package), Data Analysis, Exploratory Data Analysis, Data Manipulation, Jupyter, Matplotlib, Regression Analysis, Programming Principles, Data Cleansing, Data Import/Export, Data Visualization Software, Python Programming
4.4
Rating, 4.4 out of 5 stars
178 reviews
Beginner · Course · 1 - 3 Months