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"

Status: Free
Coursera Project Network
Data Science Challenge
Skills you'll gain: Applied Machine Learning, Jupyter, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics
4.7
Rating, 4.7 out of 5 stars
153 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Statistics For Data Science
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference, Exploratory Data Analysis
3.9
Rating, 3.9 out of 5 stars
31 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Data Science Coding Challenge: Loan Default Prediction
Skills you'll gain: Applied Machine Learning, Jupyter, Data Processing, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Predictive Analytics, Data Manipulation, Data Science, Python Programming
4.7
Rating, 4.7 out of 5 stars
88 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Exploratory Data Analysis With Python and Pandas
Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, NumPy, Statistical Analysis
4.5
Rating, 4.5 out of 5 stars
429 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Introduction to Data Analysis using Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Data Mining
4.7
Rating, 4.7 out of 5 stars
3.8K reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Analysis with SQL: Inform a Business Decision
Skills you'll gain: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases, Data Modeling
4.2
Rating, 4.2 out of 5 stars
42 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Perform exploratory data analysis on retail data with Python
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Exploratory Data Analysis, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
4.5
Rating, 4.5 out of 5 stars
15 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Python for Data Analysis: Pandas & NumPy
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Computer Programming
4.4
Rating, 4.4 out of 5 stars
314 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Getting Started in Google Analytics
Skills you'll gain: Google Analytics, Web Analytics and SEO, Dashboard, Analytics, Data Analysis, User Accounts
4.4
Rating, 4.4 out of 5 stars
1.4K reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Create Interactive Dashboards with Streamlit and Python
Skills you'll gain: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Application Development, Data Processing, Python Programming
4.7
Rating, 4.7 out of 5 stars
392 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Analyze Data in a Model Car Database with MySQL Workbench
Skills you'll gain: MySQL Workbench, Data-Driven Decision-Making, Exploratory Data Analysis, MySQL, Business Analytics, Data Analysis, SQL, Analytical Skills, Database Management, Technical Communication, Relational Databases
4.7
Rating, 4.7 out of 5 stars
16 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Visualization using Plotly
Skills you'll gain: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization Software, Statistical Visualization, Interactive Data Visualization
3.9
Rating, 3.9 out of 5 stars
42 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Data Science Challenge: Coursera Project Network
Statistics For Data Science: Coursera Project Network
Data Science Coding Challenge: Loan Default Prediction: Coursera Project Network
Exploratory Data Analysis With Python and Pandas: Coursera Project Network
Introduction to Data Analysis using Microsoft Excel: Coursera Project Network
Data Analysis with SQL: Inform a Business Decision: Coursera Project Network
Perform exploratory data analysis on retail data with Python: Coursera Project Network
Python for Data Analysis: Pandas & NumPy: Coursera Project Network
Getting Started in Google Analytics: Coursera Project Network
Create Interactive Dashboards with Streamlit and Python: Coursera Project Network