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 Colorado Boulder
Data Science as a Field
Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Analysis, Data Ethics, Data-Driven Decision-Making, Exploratory Data Analysis, General Networking
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
36 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
Data Science with R - Capstone Project
Skills you'll gain: Shiny (R Package), Data Presentation, Exploratory Data Analysis, Data Wrangling, Predictive Modeling, Tidyverse (R Package), Data Science, Data Collection, Data Storytelling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Analysis, Data Cleansing, Statistical Modeling, R Programming, Regression Analysis, Ggplot2, Data Visualization Software, Web Scraping
4.6
Rating, 4.6 out of 5 stars
90 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Python Packages for Data Science
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Manipulation, Scatter Plots, Data Science, Histogram, Data Import/Export, Package and Software Management, Python Programming
4.5
Rating, 4.5 out of 5 stars
68 reviews
Intermediate · Course · 1 - 4 Weeks
Duke University
Data Science with NumPy, Sets, and Dictionaries
Skills you'll gain: Data Structures, NumPy, Data Science, Object Oriented Programming (OOP), Python Programming, Data Analysis, Image Analysis, Data Manipulation, Descriptive Statistics, Performance Tuning, Linear Algebra, Probability & Statistics
3.4
Rating, 3.4 out of 5 stars
12 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Executive Data Science Capstone
Skills you'll gain: Project Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Data Storytelling, Data Analysis, Team Management, Communication, Cross-Functional Team Leadership, Strategic Decision-Making, Leadership
4.7
Rating, 4.7 out of 5 stars
1.6K reviews
Mixed · Course · 1 - 4 Weeks
DeepLearning.AI
Calculus for Machine Learning and Data Science
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Visualization (Computer Graphics), Deep Learning, Derivatives
4.8
Rating, 4.8 out of 5 stars
812 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Data Science Capstone
Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Data Science, Data Analysis, Data Presentation, Data Processing, Data Collection, Data Cleansing, Technical Communication, Statistical Analysis, Applied Machine Learning
4.5
Rating, 4.5 out of 5 stars
1.2K reviews
Mixed · Course · 1 - 3 Months
Università di Napoli Federico II
Python per la Data Science
Skills you'll gain: PyTorch (Machine Learning Library), NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
4.3
Rating, 4.3 out of 5 stars
9 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
380 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado System
Introduction to Clinical Data Science
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, R Programming, Google Cloud Platform, Data Ethics, Data Science, Health Information Management and Medical Records, Electronic Medical Record, Information Privacy, Data Manipulation, SQL, Relational Databases
4.5
Rating, 4.5 out of 5 stars
410 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Vital Skills for Data Science
Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, Cybersecurity, Technical Communication, Usability, Cyber Attacks, Statistical Reporting, Human Computer Interaction, Authentications, Data Storytelling, Data Science, Ethical Standards And Conduct, Design Research, Information Assurance, Data Integrity
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
105 reviews
Intermediate · Specialization · 3 - 6 Months
LearnQuest
Introduction to Data Science and scikit-learn in Python
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Programming Principles, Data Structures
3.7
Rating, 3.7 out of 5 stars
47 reviews
Beginner · Course · 1 - 4 Weeks