What is statistics for data science?

Statistics for data science refers to the mathematical analysis used to sort, analyze, interpret, and present data. It includes concepts like probability distribution, regression, and over or under-sampling. Descriptive statistics organizes data based on characteristics of the data set, such as normal distribution, central tendency, variability, and standard deviation. Inferential statistics incorporates the use of probability theory to infer characteristics of the data set.

Why learn statistics for data science?

Learning statistics for data science can lead to career opportunities in data science and related fields. As organizations increasingly rely on data to make decisions, they tend to seek out analysts who understand how to work with data and present it to stakeholders. Learning statistics for data science can also provide a good salary. As of 2020, the median pay for computer and information research scientists in the US is $122,840 and the job market remains positive, according to the Bureau of Labor Statistics. Mathematicians and statisticians have a similar job outlook and a median salary of $92,030 per year.

What are typical careers that use statistics for data science?

Data analysis, data architects, data scientists, and information officers typically use statistics for data science in their regular work. Data science is a broad field, and statistics can be useful in other roles that require analyzing and presenting data. This includes data warehouse analysts, data visualization developers, database managers, and machine learning engineers. Additional related fields include financial analysts, teachers, and researchers working for universities and corporate settings.

How can online courses help me learn statistics for data science?

Through online courses, you can learn the fundamentals of statistics for data science, including the theories and techniques statisticians use in their work. Some courses explore fundamental concepts like Bayes’ Theorem and probability theory. Others present methods for calculating and evaluating data sets. You can brush up on your knowledge of programs statisticians use, like Excel and Python, or examine the application of statistics specific fields.

What are the benefits of taking an online Statistics for Data Science course?

Online Statistics for Data Science courses offer a convenient and flexible way to enhance your knowledge or learn new Statistics for Data Science skills. Choose from a wide range of Statistics for Data Science courses offered by top universities and industry leaders tailored to various skill levels.

What Statistics for Data Science courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistics for Data Science, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistics For Data Science Courses - Learn Statistics For Data Science Online

Results for "statistics for data science"

Status: Free
Coursera Project Network
Overview of Data Visualization
Skills you'll gain: Data Presentation, Data Synthesis, Data Storytelling, Data Visualization Software, Google Sheets, Graphing
4.6
Rating, 4.6 out of 5 stars
398 reviews
Beginner · Guided Project · Less Than 2 Hours
Amazon Web Services
AWS Cloud Technology Consultant
Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Amazon CloudWatch, AWS CloudFormation, Software Development Life Cycle, CI/CD, Amazon Web Services, Professional Networking, IT Automation, Cloud Computing, Amazon S3, Extract, Transform, Load, DevOps, Data-Driven Decision-Making, Software Architecture, Cloud Computing Architecture, Amazon DynamoDB, Cloud Infrastructure, Web Applications, Leadership Development
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
6.5K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Washington
Business English Communication Skills
Skills you'll gain: Negotiation, Proposal Writing, Presentations, Verbal Communication Skills, Persuasive Communication, Event Planning, Business Writing, Peer Review, Business Planning, Business Correspondence, Meeting Facilitation, Communication Strategies, Public Speaking, Professional Networking, Data Visualization, Setting Appointments, Communication, Writing, Business Communication, Rapport Building
4.8
Rating, 4.8 out of 5 stars
4.7K reviews
Intermediate · Specialization · 3 - 6 Months
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, Statistical Visualization, Sampling (Statistics), Statistical Process Controls, Statistics, Statistical Hypothesis Testing, Systems Analysis, R Programming, Data Analysis, Quality Control, Probability, Box Plots, Systems Of Measurement, Statistical Methods, Regression Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Duke University
Programming for Python Data Science: Principles to Practice
Skills you'll gain: Matplotlib, Pandas (Python Package), Computational Thinking, Predictive Modeling, Data Cleansing, Data Visualization Software, Visualization (Computer Graphics), Data Structures, Debugging, NumPy, Data Manipulation, Regression Analysis, Data Analysis, Python Programming, Algorithms, Simulations, Statistical Methods, Program Development, Data Science, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
65 reviews
Beginner · Specialization · 3 - 6 Months
Google
Connect and Protect: Networks and Network Security
Skills you'll gain: Network Security, Hardening, Network Protocols, Network Architecture, Intrusion Detection and Prevention, TCP/IP, Vulnerability Assessments, Computer Networking, Network Infrastructure, Firewall, Cloud Computing, Virtual Private Networks (VPN)
4.8
Rating, 4.8 out of 5 stars
6.2K reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Biostatistics in Public Health
Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Epidemiology, Medical Science and Research, Quantitative Research, Descriptive Statistics, Statistical Inference, Probability Distribution, Scientific Methods, Data Analysis, Probability & Statistics, Advanced Analytics, Statistical Modeling
4.8
Rating, 4.8 out of 5 stars
2.3K reviews
Beginner · Specialization · 3 - 6 Months
University of California San Diego
Big Data Integration and Processing
Skills you'll gain: Apache Spark, PySpark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), SQL
4.4
Rating, 4.4 out of 5 stars
2.4K reviews
Beginner · Course · 1 - 3 Months
IIMA - IIM Ahmedabad
Leadership Skills
Skills you'll gain: Leadership, Organizational Change, Organizational Leadership, Team Leadership, Change Management, Leadership and Management, Business Leadership, Business Ethics, Strategic Leadership, Self-Awareness, Personal Development, Decision Making, Emotional Intelligence, Influencing, Communication, Relationship Building
4.9
Rating, 4.9 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Capstone: Retrieving, Processing, and Visualizing Data with Python
Skills you'll gain: Data Processing, Data Cleansing, Data Storytelling, Data Collection, Data Visualization Software, Data Manipulation, Data Access, Python Programming, Exploratory Data Analysis, Algorithms, Web Scraping, Unstructured Data, Text Mining
4.7
Rating, 4.7 out of 5 stars
14K reviews
Beginner · Course · 1 - 3 Months
Meta
Advanced Data Modeling
Skills you'll gain: MySQL Workbench, Extract, Transform, Load, Data Modeling, Database Design, MySQL, Data Warehousing, Star Schema, Database Management, Database Architecture and Administration, Tableau Software, Business Analytics, Analytics, SQL, Data Analysis, Data Visualization Software
4.3
Rating, 4.3 out of 5 stars
102 reviews
Intermediate · Course · 1 - 4 Weeks
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
4.3
Rating, 4.3 out of 5 stars
37 reviews
Intermediate · Course · 1 - 4 Weeks