Causality

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A Crash Course in Causality: Inferring Causal Effects from Observational Data (Coursera)

May 27th 2024
A Crash Course in Causality: Inferring Causal Effects from Observational Data (Coursera)
Course Auditing
Coursera
University of Pennsylvania
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
A Crash Course in Causality: Inferring Causal Effects from Observational Data (Coursera)
We have all heard the phrase “correlation does not equal causation.” What, then, does equal causation? This course aims to answer that question and more! Over a period of 5 weeks, you will learn how causal effects are defined, what assumptions about your data and models are [...]
Probability
Causality
Causal Effects
Confounding
Directed Acyclic Graphs
DAGs
Inverse Probability of Treatment Weighting
IPTW
Observational Data
Statistical Methods
Statistics
Causal Inference
Coursera Plus
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May 27th 2024
Course Auditing
Coursera
University of Pennsylvania
Statistics & Data Analysis
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
French
Portuguese
Russian
English
Spanish

Reality Bites: Introduction to metaphysics (Coursera)

May 13th 2024
Reality Bites: Introduction to metaphysics (Coursera)
Course Auditing
Coursera
Erasmus University Rotterdam
Categories
Humanities
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Reality Bites: Introduction to metaphysics (Coursera)
Speculative metaphysics is challenging, but this course will whet your appetite for it, because it explains fundamental metaphysical problems and views in terms of what you can find in your kitchen and what happens in it when you cook and enjoy food.
Metaphysics
Causality
Time
Persistance
Composition
Coursera Plus
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May 13th 2024
Course Auditing
Coursera
Erasmus University Rotterdam
Humanities
Intermediate
5-12 Weeks
1-4 Hours/Week
46.00 EUR
English
English

Environmental Challenges: Human Impact in the Natural Environment (FutureLearn)

Mar 11th 2024
Environmental Challenges: Human Impact in the Natural Environment (FutureLearn)
Course Auditing
FutureLearn
University of Leeds
Categories
Sci: Environment
Effort
2 Weeks
5-10 Hours/Week
Languages
English
Environmental Challenges: Human Impact in the Natural Environment (FutureLearn)
Complexity in nature arises from a myriad of simple interactions. How can this lead to an unpredictable dynamism? Complex patterns in ecology are not always causal and predictable. Populations have their own dynamics that can be independent of external environmental conditions. In this course we look at the way [...]
Human Ecology
Causality
Human Impact
Natural Environment
Environment
Environmental Challenges
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Mar 11th 2024
Course Auditing
FutureLearn
University of Leeds
Sci: Environment
2 Weeks
5-10 Hours/Week
64.00 EUR
English

Statistics for Machine Learning for Investment Professionals (Coursera)

Feb 5th 2024
Statistics for Machine Learning for Investment Professionals (Coursera)
Course Auditing
Coursera
CFA Institute
Categories
Business
Economics & Finance
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Statistics for Machine Learning for Investment Professionals (Coursera)
One of the biggest changes in the past decade is the rapid adoption of machine learning, AI, and big data in investment decision making. This course introduces learners with knowledge of the investment industry to foundational statistical concepts underpinning machine learning as well as advanced AI techniques. This course [...]
Data Science for Investment Professionals Specialization
Statistics
Causality
Probability
Linear Regression
Logistic Regression
Python Programming
Python
Randomness
Time Series
Coursera Plus
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Feb 5th 2024
Course Auditing
Coursera
CFA Institute
Business
Economics & Finance
Beginner
5-12 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English

Measuring Causal Effects in the Social Sciences (Coursera)

Jun 13th 2022
Measuring Causal Effects in the Social Sciences (Coursera)
Course Auditing
Coursera
University of Copenhagen
Categories
Social Sciences
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Measuring Causal Effects in the Social Sciences (Coursera)
How can we know if the differences in wages between men and women are caused by discrimination or differences in background characteristics? In this course we look at causal effects as opposed to spurious relationships. We will discuss how they can be identified in the social sciences using quantitative [...]
Social Sciences
Relationships
Causal Effects
Randomized Controlled Trials
Regression Models
Mediating Factors
Variables
Causal Inference
Causality
Learning Differences
Coursera Plus
View more details
Jun 13th 2022
Course Auditing
Coursera
University of Copenhagen
Social Sciences
Mixed
5-12 Weeks
1-4 Hours/Week
42.00 EUR
English
English