Calculus

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Calculus 1C: Coordinate Systems & Infinite Series (edX)

Feb 16th 2022
Calculus 1C: Coordinate Systems & Infinite Series (edX)
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Master the calculus of curves and coordinate systems; approximate functions with polynomials and infinite series. Part 3 of 3. How did Newton describe the orbits of the planets? To do this, he created calculus. But he used a different coordinate system more appropriate for planetary motion. We [...]
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Probability and Statistics I: A Gentle Introduction to Probability (edX)

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems.
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Generalized Linear Models and Nonparametric Regression (Coursera)

In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; [...]
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Calculus through Data & Modelling: Integration Applications (Coursera)

Dec 13th 2021
Calculus through Data & Modelling: Integration Applications (Coursera)
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This course continues your study of calculus by focusing on the applications of integration. The applications in this section have many common features. First, each is an example of a quantity that is computed by evaluating a definite integral. Second, the formula for that application is derived [...]
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Calculus through Data & Modelling: Series and Integration (Coursera)

Dec 13th 2021
Calculus through Data & Modelling: Series and Integration (Coursera)
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This course continues your study of calculus by introducing the notions of series, sequences, and integration. These foundational tools allow us to develop the theory and applications of the second major tool of calculus: the integral. Rather than measure rates of change, the integral provides a means [...]
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Calculus through Data & Modelling: Vector Calculus (Coursera)

Dec 13th 2021
Calculus through Data & Modelling: Vector Calculus (Coursera)
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This course continues your study of calculus by focusing on the applications of integration to vector valued functions, or vector fields. These are functions that assign vectors to points in space, allowing us to develop advanced theories to then apply to real-world problems. We define line integrals, which [...]
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Calculus through Data & Modelling: Techniques of Integration (Coursera)

Dec 13th 2021
Calculus through Data & Modelling: Techniques of Integration (Coursera)
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In this course, we build on previously defined notions of the integral of a single-variable function over an interval. Now, we will extend our understanding of integrals to work with functions of more than one variable. First, we will learn how to integrate a real-valued multivariable function over different [...]
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Physics 101 - Rotational Motion and Gravitation (Coursera)

Dec 13th 2021
Physics 101 - Rotational Motion and Gravitation (Coursera)
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This course serves as an introduction to the physics of rotational motion and gravitation. Upon completion, learners will have an understanding of how mathematical laws and conservation principles describe the motions and interactions of objects all around us. They will gain experience in solving physics problems with [...]
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Specialized Models: Time Series and Survival Analysis (Coursera)

Dec 13th 2021
Specialized Models: Time Series and Survival Analysis (Coursera)
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
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Dec 13th 2021
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32.00 EUR/month

Deep Learning and Reinforcement Learning (Coursera)

Dec 13th 2021
Deep Learning and Reinforcement Learning (Coursera)
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This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
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Dec 13th 2021
Course Auditing
32.00 EUR/month