Informações sobre o curso
90,016 visualizações recentes

#### 100% on-line

Comece imediatamente e aprenda em seu próprio cronograma.

#### Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

#### Aprox. 15 horas para completar

Sugerido: Four weeks, 3-5 hours per week....

#### Inglês

Legendas: Inglês

Bayes' TheoremBayesian ProbabilityProbabilityProbability Theory

#### 100% on-line

Comece imediatamente e aprenda em seu próprio cronograma.

#### Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

#### Aprox. 15 horas para completar

Sugerido: Four weeks, 3-5 hours per week....

Legendas: Inglês

### Programa - O que você aprenderá com este curso

Semana
1
18 minutos para concluir

## Welcome to Data Science Math Skills

1 vídeo (Total 3 mín.), 2 leituras
1 vídeos
2 leituras
Course Information5min
Weekly feedback surveys10min
4 horas para concluir

## Building Blocks for Problem Solving

10 vídeos (Total 93 mín.), 4 leituras, 4 testes
10 videos
Sets - Medical Testing Example11min
Sets - Venn Diagrams7min
Numbers - The Real Number Line9min
Numbers - Less-than and Greater-than6min
Numbers - Algebra With Inequalities10min
Numbers - Intervals and Interval Notation7min
Sigma Notation - Introduction to Summation9min
Sigma Notation - Simplification Rules7min
Sigma Notation - Mean and Variance12min
4 leituras
A note about the video lectures in this lesson3min
A note about the video lectures in this lesson10min
A note about the video lectures in this lesson10min
Feedback10min
4 exercícios práticos
Practice quiz on Sets15min
Practice quiz on the Number Line, including Inequalities25min
Practice quiz on Simplification Rules and Sigma Notation20min
Graded quiz on Sets, Number Line, Inequalities, Simplification, and Sigma Notation35min
Semana
2
3 horas para concluir

## Functions and Graphs

8 vídeos (Total 72 mín.), 3 leituras, 3 testes
8 videos
Cartesian Plane - Distance Formula10min
Cartesian Plane - Point-Slope Formula for Lines8min
Cartesian Plane: Slope-Intercept Formula for Lines7min
Functions - Mapping from Sets to Sets7min
Functions - Graphing in the Cartesian Plane11min
Functions - Increasing and Decreasing Functions10min
Functions - Composition and Inverse10min
3 leituras
A note about the video lectures in this lesson3min
A note about the video lectures in this lesson3min
Feedback10min
3 exercícios práticos
Practice quiz on the Cartesian Plane15min
Practice quiz on Types of Functions20min
Graded quiz on Cartesian Plane and Types of Function40min
Semana
3
3 horas para concluir

## Measuring Rates of Change

7 vídeos (Total 66 mín.), 3 leituras, 3 testes
7 videos
Tangent Lines - The Derivative Function9min
Using Integer Exponents7min
Simplification Rules for Algebra using Exponents11min
How Logarithms and Exponents are Related12min
The Change of Base Formula4min
The Rate of Growth of Continuous Processes11min
3 leituras
A note about the video lectures in this lesson10min
A note about the video lectures in this lesson3min
Feedback10min
3 exercícios práticos
Practice quiz onTangent Lines to Functions10min
Practice quiz on Exponents and Logarithms40min
Graded quiz on Tangent Lines to Functions, Exponents and Logarithms45min
Semana
4
3 horas para concluir

## Introduction to Probability Theory

8 vídeos (Total 66 mín.), 4 leituras, 4 testes
8 videos
Joint Probabilities6min
Permutations and Combinations12min
Using Factorial and “M choose N”6min
The Sum Rule, Conditional Probability, and the Product Rule8min
Bayes’ Theorem (Part 1)10min
Bayes’ Theorem (Part 2)5min
The Binomial Theorem and Bayes Theorem8min
4 leituras
A note about the video lectures in this lesson3min
A note about the video lectures in this lesson3min
A note about the video lectures in this lesson3min
Feedback10min
4 exercícios práticos
Practice quiz on Probability Concepts25min
Practice quiz on Problem Solving25min
Practice quiz on Bayes Theorem and the Binomial Theorem25min
Probability (basic and Intermediate) Graded Quiz50min
4.5
478 avaliações

## 41%

comecei uma nova carreira após concluir estes cursos

## 34%

consegui um benefício significativo de carreira com este curso

### Principais avaliações do Data Science Math Skills

por ASJan 12th 2019

Effective way to refresh and add the Data Science math skills! Thanks a lot! At the time of the study some of the quizzes content were not rendering correctly on mobile devices (both iPad and Android)

por PSJul 23rd 2017

This is neat little course to revise math fundamentals. I generally find learning probability a little tricky. This course helped me a lot in better understanding Bayes Theorem. Thank you professors.