Probability Distributions

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Probability & Statistics for Machine Learning & Data Science (Coursera)

Sep 25th 2023
Probability & Statistics for Machine Learning & Data Science (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
Data Science
Sci: Mathematics
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Probability & Statistics for Machine Learning & Data Science (Coursera)
Mathematics for Machine Learning and Data science is a foundational online program created in by DeepLearning.AI and taught by Luis Serrano. This beginner-friendly program is where you’ll master the fundamental mathematics toolkit of machine learning.
Mathematics for Machine Learning and Data Science Specialization
Probability
Statistics
Machine Learning
Data Science
Statistical Analysis
Statistical Hypothesis Testing
Probability Distributions
Confidence Intervals
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Sep 25th 2023
Course Auditing
Coursera
DeepLearning.AI
Computer Science
Data Science
Sci: Mathematics
Beginner
4 Weeks
5-10 Hours/Week
44.00 EUR/month
English
English

Defining, Describing, and Visualizing Data (Coursera)

Sep 25th 2023
Defining, Describing, and Visualizing Data (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Statistics & Data Analysis
Data Science
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Defining, Describing, and Visualizing Data (Coursera)
As leaders in your chosen field, you need to not only know how to ask the right questions but also answer them using data-based methods. Through this class, you will be able to get to the bottom of what you really want to know, describe the associated data related [...]
Data Visualization
Data Analysis
RStudio
ROIStat
Probability
Probability Distributions
Descriptive Statistics
Decision Making
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Sep 25th 2023
Course Auditing
Coursera
University of Colorado Boulder
Statistics & Data Analysis
Data Science
Beginner
5-12 Weeks
1-4 Hours/Week
91.00 EUR
English
English

Simulation Models for Decision Making (Coursera)

Sep 25th 2023
Simulation Models for Decision Making (Coursera)
Course Auditing
Coursera
University of Minnesota
Categories
Statistics & Data Analysis
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Simulation Models for Decision Making (Coursera)
This course is primarily aimed at third- and fourth-year undergraduate students or graduate students interested in learning simulation techniques to solve business problems. The course will introduce you to take everyday and complex business problems that have no one correct answer due to uncertainties that exist in business environments. [...]
Analytics for Decision Making Specialization
Decision Making
Simulation Models
Monte Carlo Method
Counterfactual Analysis
Probability
Probability Distributions
Coursera Plus
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Sep 25th 2023
Course Auditing
Coursera
University of Minnesota
Statistics & Data Analysis
Beginner
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Managing, Describing, and Analyzing Data (Coursera)

Sep 18th 2023
Managing, Describing, and Analyzing Data (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
English
French
Portuguese
Russian
Spanish
Managing, Describing, and Analyzing Data (Coursera)
In this course, you will learn the basics of understanding the data you have and why correctly classifying data is the first step to making correct decisions. You will describe data both graphically and numerically using descriptive statistics and R software. You will learn four probability distributions commonly used [...]
Sampling Distributions
Statistical Inference
Sampling
Decision Making
Probability
Probability Distributions
R Software
Statistics
Data Analysis
Coursera Plus
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Sep 18th 2023
Course Auditing
Coursera
University of Colorado Boulder
Data Science
Statistics & Data Analysis
Beginner
5-12 Weeks
1-4 Hours/Week
83.00 EUR
English
English
French
Portuguese
Russian
Spanish

Probabilistic Graphical Models 2: Inference (Coursera)

Sep 18th 2023
Probabilistic Graphical Models 2: Inference (Coursera)
Course Auditing
Coursera
Stanford University
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
Spanish
Russian
Portuguese
French
English
Probabilistic Graphical Models 2: Inference (Coursera)
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine [...]
Probabilistic Graphical Models Specialization
Probabilistic Models
Probabilistic Graphical Models
PGM
Probability Distributions
Inference
MAP Algorithms
Sampling Methods
Sampling
Propagation
Machine Learning
View more details
Sep 18th 2023
Course Auditing
Coursera
Stanford University
Statistics & Data Analysis
Data Science
Advanced
5-12 Weeks
5-10 Hours/Week
42.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Data Analytics for Lean Six Sigma (Coursera)

Sep 4th 2023
Data Analytics for Lean Six Sigma (Coursera)
Course Auditing
Coursera
University of Amsterdam
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
Russian
Portuguese
French
English
Romanian
Spanish
Data Analytics for Lean Six Sigma (Coursera)
Welcome to this course on Data Analytics for Lean Six Sigma. In this course you will learn data analytics techniques that are typically useful within Lean Six Sigma improvement projects. At the end of this course you are able to analyse and interpret data gathered within such a project. [...]
Data Analytics
Lean Six Sigma
Data Visualization
Probability Distributions
Testing
Coursera Plus
View more details
Sep 4th 2023
Course Auditing
Coursera
University of Amsterdam
Data Science
Statistics & Data Analysis
Beginner
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
Russian
Portuguese
French
English
Romanian
Spanish

Probabilistic Graphical Models 3: Learning (Coursera)

Sep 4th 2023
Probabilistic Graphical Models 3: Learning (Coursera)
Course Auditing
Coursera
Stanford University
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
5-12 Weeks
1-4 Hours/Week
Languages
English
Russian
Portuguese
French
English
Spanish
Probabilistic Graphical Models 3: Learning (Coursera)
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine [...]
Probabilistic Graphical Models Specialization
PGM
Markov Random Field
EM
Expectation Maximization
Algorithms
Probability Distributions
Probabilistic Graphical Models
Bayesian
Machine Learning
View more details
Sep 4th 2023
Course Auditing
Coursera
Stanford University
Statistics & Data Analysis
Data Science
Advanced
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Russian
Portuguese
French
English
Spanish

Basic Statistics (Coursera)

Sep 4th 2023
Basic Statistics (Coursera)
Course Auditing
Coursera
University of Amsterdam
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Basic Statistics (Coursera)
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 how to evaluate them. This course will also prepare you for the next course in the specialization - [...]
Methods and Statistics in Social Sciences Specialization
Statistics
Social Sciences
Behavioural Sciences
Descriptive Statistics
Probability
Correlation
Probability Distributions
Regression
Confidence Intervals
Significance Tests
R Programming
Statistical Hypothesis Testing
Coursera Plus
View more details
Sep 4th 2023
Course Auditing
Coursera
University of Amsterdam
Data Science
Statistics & Data Analysis
Beginner
5-12 Weeks
1-4 Hours/Week
32.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Probability and Statistics III: A Gentle Introduction to Statistics (edX)

Self Paced
Probability and Statistics III: A Gentle Introduction to Statistics (edX)
Course Auditing
EdX
Georgia Institute of Technology
GTx
Categories
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Probability and Statistics III: A Gentle Introduction to Statistics (edX)
This course provides an introduction to basic statistical concepts. We begin by walking through a library of probability distributions – including the normal distribution, which in turn leads to the Central Limit Theorem. We then discuss elementary descriptive statistics and estimation methods.
Statistics Confidence Intervals and Hypothesis Tests Professional Certificate
Probability
Statistics
Probability Distributions
Central Limit Theorem
Distributions
Maximum Likelihood Estimation
View more details
Self Paced
Course Auditing
EdX
Georgia Institute of Technology
GTx
Statistics & Data Analysis
Intermediate
Self-Paced
5-10 Hours/Week
175.00 EUR
English
English

Mathematical Methods for Quantitative Finance (edX)

Jun 28th 2023
Mathematical Methods for Quantitative Finance (edX)
Course Auditing
EdX
MITx
MIT
Categories
Economics & Finance
Effort
Advanced
5-12 Weeks
11-20 Hours/Week
Languages
English
English
Mathematical Methods for Quantitative Finance (edX)
Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R. Modern finance is the science of decision making in an uncertain world, and its language is mathematics. As part of the MicroMasters® Program in Finance, [...]
Finance MicroMasters
Mathematical Methods
Quantitative Finance
Probability Distributions
Finance
Time Series
Random Walk
Stochastic Processes
Linear Algebra
Econometrics
Monte Carlo Method
Financial Engineering
Autoregressive–Moving-Average
ARMA Models
GARCH Models
Probability
Statistics
View more details
Jun 28th 2023
Course Auditing
EdX
MITx
MIT
Economics & Finance
Advanced
5-12 Weeks
11-20 Hours/Week
421.00 EUR
English
English