Statistics & Data Analysis online courses and MOOCs - student reviews
WE FOUND 759 COURSES
Two-Variable Statistics
Correlation and causation creating confusion for your cranium? Let Smartly help clear things up. Study the relationship between correlation and causation and their applications, including: observat...
- Free
- On demand
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student
3 years, 8 months ago
I enjoyed the way Smartly pushes out the content to the learners. It is interactive and makes learning easy and fun. I had fun completing th...
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Introduction to Probability - The Science of Uncertainty
The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical infe...
- Free
- On demand
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h c
5 years, 10 months ago
Incredibly valuable course. Probability is a foundational topic that needs to be thoroughly internalized for follow-on work in the sciences ...
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The Analytics Edge
In the last decade, the amount of data available to organizations has reached unprecedented levels. Data is transforming business, social interactions, and the future of our society. In this course...
- Free
- On demand
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posted anonymously
7 years, 4 months ago
I agree with all the other reviews regarding the course material: the lectures
are great and cover fantastic concrete applications of data a...
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One-Variable Statistics
Data sets got you down? Smartly can help! Click your way through our engaging lessons and refresh your knowledge of core statistical concepts such as: the five number summary, the mean, median, and...
- Free
- On demand
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David Ofosu-Appiah
3 years, 10 months ago
Enjoying the course,pure refresher and broadening my horizon. interactive,engaging studying module toolkits and resource and development for...
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Introduction to R
With over 2 million users worldwide R is rapidly becoming the leading programming language in statistics and data science. Every year, the number of R users grows by 40%, and an increasing number o...
- $29/mo
- On demand
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kito kid
7 years, 4 months ago
This interactive course is very suitable for total beginner. When I took this
course, I didn't have any R background. But along the way, I p...
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Silicon Photonics Design, Fabrication and Data Analysis
This short course teaches students and industry professionals how to design integrated optical devices and circuits, using a hands-on approach with commercial tools. We will fabricate your des...
- $495
- Upcoming
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Machine Learning
Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, e...
- Free
- Upcoming
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P. Lepin
8 years, 11 months ago
An excellent introduction into essential machine learning techniques. The
course is very rich in content, and covers a lot of ground, but do...
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Maps and the Geospatial Revolution
Learn how advances in geospatial technology and analytical methods have changed how we do everything, and discover how to make maps and analyze geographic patterns using the latest tools.
- Free
- On demand
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dagush
8 years ago
Although I have taken about 8 Coursera courses so far, this one is among the
best I've seen. My previous experience includes a los of OpenSt...
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College Algebra and Problem Solving
In this college level Algebra course, you will learn to apply algebraic reasoning to solve problems effectively. You’ll develop skills in linear and quadratic functions, general polynomial function...
- Free
- In Session
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Jason Kilgore
4 years, 10 months ago
Arizona (EdX Partnership) Came back after decades away from being at college. And took 5 courses through the ASU program and did exceptional...
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Introduction to Big Data
Big data represents an entire ecosystem of data sets, tools, and applications. This course is intended to get you familiar with the concepts, problem spaces, and overall ecosystem of Big Data.
- $25/mo
- On demand
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Introduction to Computational Thinking and Data Science
6.00.2x will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem solving . This course is ai...
- Free
- Upcoming
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student
4 years, 4 months ago
This is not a simple or introductory course. Following MIT 6.00.1x, this course continue to discuss the most commonly used algorithms in pro...
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Machine Learning for Data Science
Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?
In this course, part of the Data Science MicroMasters program, you wil...
- Free
- Upcoming
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tamarisk Xu
3 years, 6 months ago
I must say ,the content is very useful,and affluent.in fact,I learned a lot.And I like the teacher,he is great,clear and fluent speaking.but...
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Linear Algebra - Foundations to Frontiers
Linear Algebra: Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets...
- Free
- On demand
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student
7 years, 3 months ago
To former and future students looking to LAFF: Over at ulaff.net, Robert and
Maggie just released all of the notes in a downloadable PDF wit...
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Foundations of Data Analysis - Part 1: Statistics Using R
In this first part of a two part course, we’ll walk through the basics of statistical thinking – starting with an interesting question. Then, we’ll learn the correct statistical tool to help answer...
- Free
- On demand
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有限元分析与应用 | Finite Element Method (FEM) Analysis and Applications
Do you want to become an expert at structural analysis?
Finite Element Method (FEM) is a powerful tool. FEM is an effective numerical technique for partial differential equations (PDEs) in eng...
- Free
- On demand
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Machine Learning
Machine Learning is the basis for the most exciting careers in data analysis today. You’ll learn the models and methods and apply them to real world situations ranging from identifying trending new...
- Free
- Upcoming
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Deans Charbal
4 years ago
This is my second course about Machine Learning (I'm a senior developer with a mathematical background) and I am delighted. This course is p...
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Data Analysis and Statistical Inference
The Coursera course, Data Analysis and Statistical Inference has been revised and is now offered as part of Coursera Specialization “Statistics with R”.
This course introduces you to the discip...
- Free
- On demand
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Greg Hamel
7 years, 5 months ago
Duke’s Data Analysis and Statistical Inference is an introduction to
statistics with an optional computational component using the R program...
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Python for Data Science
In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a...
- Free
- In Session
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Introduction to R for Data Science
This course is part of the Microsoft Professional Program Certificate in Data Science .
R is rapidly becoming the leading language in data science and statistics. Today, R is the tool of ch...
- Free
- In Session
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Dmitriy Prokopyev
6 years ago
It is the best course for non-programmers who are wishing to start their Data Science carrier using R Programming language as a tool. I have...
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Introduction to Data Analysis using Excel
The ability to analyze data is a powerful skill that helps you make better decisions. Microsoft Excel is one of the top tools for data analysis and the built-in pivot tables are arguably the most p...
- Free
- Upcoming
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posted anonymously
4 years, 8 months ago
Very good.
Would have been even better if there was a closer connection between video lecture and quiz/lab material.
Something like...
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Introduction to Data Storage and Management Technologies
Technology trends such as shared-service infrastructures, cloud computing, Big Data, and the Internet of Things are all changing the way data is processed, stored, and used in enterprises. There is...
- Free
- On demand
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Introduction to Data Wise: A Collaborative Process to Improve Learning & Teaching
Educators have an ever-increasing stream of data at their fingertips, but knowing how to use this data to improve learning and teaching — how to make it less overwhelming, more useful, ...
- Free
- In Session
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Foundations of Data Analysis - Part 2: Inferential Statistics
In the second part of a two part statistics course, we’ll learn how to take data and use it to make reasonable and useful conclusions. You’ll learn the basics of statistical thinking – starting wit...
- Free
- On demand
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Statistical Analysis in Bioinformatics
Improvements in modern biology have led to a rapid increase in sensitivity and measurability in experiments and have reached the point where it is often impossible for a scientist alone to sort thr...
- Free
- Upcoming
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Introduction to Statistics
This Introduction to Statistics Course uses problem-based learning that shows you how to apply your knowledge in real-world situations. Our Many Ways™learning model feature multiple teachers and ...
- $329
- On demand
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Analyzing and Visualizing Data with Excel
This course is part of the Microsoft Professional Program Certificate in Big Data , and the Microsoft Professional Program Certificate in Data Science .
Excel is one of the most wid...
- Free
- In Session
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posted anonymously
5 years, 10 months ago
Very complete course about Pivot Tables, Pivot Charts, Data models and Visualization. It is a good complement if you already have some knowl...
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Introduction to Applied Biostatistics: Statistics for Medical Research
Want to learn how to analyze real-world medical data, but unsure where to begin? This Applied Biostatistics course provides an introduction to important topics in medical statistical concepts...
- Free
- On demand
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Analyzing and Visualizing Data with Power BI
This course is part of the Microsoft Professional Program Certificate in Big Data , and the Microsoft Professional Program Certificate in Data Science .
Power BI is quickly gaining ...
- Free
- In Session
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Dibyendu Sharma Mondal, PRINCE2®
5 years, 9 months ago
Given I am working on Tableau, this is one of the course which helped me to pick up a BI tool very fast. Firstly the product is becoming exc...
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数据挖掘：理论与算法 | Data Mining: Theories and Algorithms for Tackling Big Data
Despite the large volume of data mining papers and tutorials available on the web, aspiring data scientists find it surprisingly difficult to locate an overview that blends clarity, technical depth...
- Free
- In Session
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Big Data Analytics
Gain essential skills in today’s digital age to store, process and analyse data to inform business decisions.
In this course, part of the Big Data MicroMasters program, you will develop your k...
- Free
- Upcoming
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Sabermetrics 101: Introduction to Baseball Analytics
This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. We will discuss the game of baseball, not through consensus or a fan’s conventional wisdom, but by se...
- Free
- On demand
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Data Analysis: Visualization and Dashboard Design
Struggling with data at work? Wasting valuable time working in multiple spreadsheets to gain an overview of your business? Find it hard to gain sharp insights from piles of data on your desktop?
...
- Free
- Upcoming
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How to Win Coding Competitions: Secrets of Champions
Want to be the programmer hot tech companies are looking for?
Take your programming skills to the next level and prove your excellence by learning how to succeed in programming competitions.
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- Free
- Upcoming
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Machine Learning: Regression
Case Study - Predicting Housing Prices
In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number ...
- Free
- Upcoming
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Volker Hadamschek
5 years, 9 months ago
I like this course a lot. It is much harder than course 1 of this coursera specialization which makes sense. It suprised me in a positive wa...
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Corpus Linguistics: Method, Analysis, Interpretation
Learn how to build and query corpora in this practical course
The course aims to:
Equip those taking the course with skills necessary for collecting and analysing large digital coll...
- Free
- Upcoming
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Mura Nava
5 years, 4 months ago
It has been sometime since I completed this course on its initial run so my recall will inevitably be weak and also full disclosure I was on...
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Statistical Learning
This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and...
- Free
- TBA
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Michael Devereux
6 years, 4 months ago
This was my second course on machine learning after having taken Prof Ng's Machine Learning - and oh boy, the teaching content and technique...
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How Green Is That Product? An Introduction to Life Cycle Environmental Assessment
In this course you will learn the basics of the life-cycle assessment (LCA) method for holistic environmental analysis of products, technologies, and systems. LCA sheds light on the environmental i...
- Free
- On demand
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Basic Statistics
Understanding statistics is essential to understand research in the social and behavioral sciences. In this course you will learn the basics of statistics; not just how to calculate them, but also ...
- Free
- Upcoming
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Optimization Methods for Business Analytics
Optimization is the search for the best and most effective solution. In this mathematics course, we will examine optimization through a Business Analytics lens. You will be introduced to the to the...
- Free
- On demand
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Mirza Ibrahimovic
4 years, 11 months ago
Mediocre course by MIT standards. Not very polished and came with a fair amount of bugs and errors pointed out in the forums. My biggest com...
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Artificial Intelligence (AI)
What do self-driving cars, face recognition, web search, industrial robots, missile guidance, and tumor detection have in common?
They are all complex real world problems being solved with app...
- Free
- Upcoming
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Malolan Vasu
4 years, 4 months ago
This is a great course. I would highly recommend this course to anyone wanting an introduction to AI. The course itself was quite challengin...
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Data Analysis Tools
In this course, you will develop and test hypotheses about your data. You will learn a variety of statistical tests, as well as strategies to know how to apply the appropriate one to your specific ...
- Free
- Upcoming
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Exploratory Data Analysis
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more com...
- Free
- Upcoming
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Developing Data Products
A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inf...
- Free
- Upcoming
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Getting and Cleaning Data
Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and...
- Free
- Upcoming
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Introduction to Genomic Technologies
This course introduces you to the basic biology of modern genomics and the experimental tools that we use to measure it. We'll introduce the Central Dogma of Molecular Biology and cover how next-ge...
- Free
- Upcoming
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Introduction to Python for Data Science
This course is part of the Microsoft Professional Program Certificate in Data Science .
Python is a very powerful programming language used for many different applications. Over time, the h...
- Free
- In Session
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posted anonymously
4 years, 8 months ago
Instructor was excellent: clear, concise, and thorough. Even as an introductory class, though, this course struck me a rather basic and curs...
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Machine Learning Foundations: A Case Study Approach
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with ...
- Free
- Upcoming
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Borys Zibrov
5 years, 9 months ago
First of all, this is entry level very easy introductory course. It should give you general topic awareness, overview of things you can achi...
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Big Data for Smart Cities
Cities run on a stream of data. In the smart city, the innovative use of data helps provide better and more inventive services to improve people’s lives and make the entire city run more smoothly. ...
- Free
- On demand
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