Resampling Methods

Stanford University

Categories

Data Science

Effort

Languages

Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. You [...]

Statistics

Descriptive Statistics

Sampling Distributions

Central Limit Theorem

Apr 22nd 2024

Course Auditing

Stanford University

Data Science

68.00 EUR

Apr 15th 2024

Course Auditing

University of Colorado Boulder

Categories

Statistical Learning for Data Science Specialization

Effort

Languages

"Statistical Learning for Data Science" is an advanced course designed to equip working professionals with the knowledge and skills necessary to excel in the field of data science. Through comprehensive instruction on key topics such as shrink methods, parametric regression analysis, generalized linear models, and general additive models, students [...]

Apr 15th 2024

Course Auditing

University of Colorado Boulder

45.00 EUR/month

Apr 15th 2024

Course Auditing

University of Washington

Categories

Data Science at Scale Specialization

Effort

Languages

Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in interpreting statistical arguments, especially those associated with big data. Collectively, this course will help [...]

Statistical Inference

Resampling Methods

Supervised Learning

Optimisation

Unsupervised Learning

Apr 15th 2024

Course Auditing

University of Washington

42.00 EUR/month

Self Paced

Course Auditing

Delft University of Technology

DelftX

Categories

Mastering Probability and Statistics Professional Certificate

Effort

Languages

This course provides an overview of bachelor-level statistics. You will review the concepts of descriptive and inferential statistics. You will use the statistical software package R on real data to gain insight in these topics. A strong foundation in mathematics is critical for success in all science and engineering [...]

Statistics

Descriptive Statistics

Inferential Statistics

Self Paced

Course Auditing

Delft University of Technology

DelftX

137.00 EUR

Oct 26th 2021

Course Auditing

University of Edinburgh

EdinburghX

Categories

Business

Predictive Analytics using Python MicroMasters

Effort

Languages

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing [...]

Oct 26th 2021

Course Auditing