Order this unique E-Learning Data Science Fundamentals Training in R online, 1 year 24/7 access to rich interactive videos, progress through reporting and testing.
Read more.
Bulk discount
No discount
1 Piece
€192,39€159,00
2% Discount
2 Pieces
€188,54€155,82/ Piece
3% Discount
3 Pieces
€186,62€154,23/ Piece
4% Discount
4 Pieces
€184,69€152,64/ Piece
5% Discount
5 Pieces
€182,77€151,05/ Piece
10% Discount
10 Pieces
€173,15€143,10/ Piece
15% Discount
25 Pieces
€163,53€135,15/ Piece
20% Discount
50 Pieces
€153,91€127,20/ Piece
Make a choice
Officieel examen Online of fysiek
Start nu – bekroonde e-learning Inclusief proefexamens & 24/7
ISO 9001 & 27001 werkwijze 1000+ organisaties gingen u voor
Maatwerk & gratis intake Inclusief nulmeting bij training
Product description
Data Science Fundamentals Using R E-Learning
Order this unique E-Learning Data Science Fundamentals in R course online! ✔️ 1 year 24/7 access to rich interactive videos, voice commands and progress monitoring via chapter-by-chapter reports and tests. ✔️ Learn the fundamentals of data science and get hands-on experience with R, the programming language of choice for data scientists.
Why choose this course?
R is one of the most widely used and powerful tools for data science and statistical analysis worldwide. This course will provide you with the knowledge and skills needed to work with R for data analysis, solving common data science problems and managing data efficiently.
What you will learn:
Data preparation and manipulation: Discover how to clean, transform and prepare data for analysis.
Debugging and debugging: Learn how to fix common programming errors in R so that your code is effective and robust.
Defensive programming: Understand how to write your R code defensively to avoid errors and improve readability.
Domain-specific language integration: Learn how to integrate R with other programming languages and tools for more advanced data analysis.
Data analysis and visualisation: Discover how to effectively analyse and visualise data using R packages such as ggplot2 and dplyr.
This course is ideal for anyone who wants to start their career in data science and is looking for a solid foundation in using R for data analysis.
Who should participate?
This training is perfect for:
Novice data scientists who want to learn how to use R for data analysis.
Data analysts who want to extend their skills to data science and statistical analysis.
Statisticians and researchers who want to use R for data processing, analysis and visualisation.
Programmers and software developers who are interested in data science and want to learn how to work with R.
Demo Data Science Fundamentals in R Training
Course content
Introduction
Course: 11 Minutes
Course Introduction
What is Data Science?
Examples of Data Science
Sources of Data for Learning
Important R Basics
Course: 28 Minutes
Data Frames
The Structure Function str
Summary Statistics
Import JSON Data
Foreach Looping
Data Management
Course: 32 Minutes
Reshaping Data
Merging Data
Transposing Data
Aggregating Data
Basic Imputation
Linear Fitted Imputation
Categorize Continuous Variables
Data Analysis
Course: 45 Minutes
Modeling for Data Science
Linear Modeling
Analysis of Variance
The R coef Function
The R fitted Function
The R residuals Function
The Variance-Covariance Matrix
Confidence Intervals
Fitting Generalized Linear Models
Plotting Linear Models
T-Test
The TukeyHSD Test
The predict Function
Time Series
Course: 8 Minutes
Time Series The R forecast package
Practice: Data Science Fundamentals in R
Course: 15 Minutes
Exercise: Using R for Data Science
Introduction
Course: 5 Minutes
Course Introduction
Supervised and Unsupervised Learning
Clustering
Course: 34 Minutes
Multidimensional Scaling
Hierarchical Clustering
Hierarchical Clustering with corclust
K-Means Clustering
Selecting K for kmeans Clustering
Clustering Large Applications (Clara)
Fuzzy C-Means Clustering
Classification and Regression
Course: 1 Hour, 11 Minutes
Classification Trees with rpart in R
Regression Tree with rpart
Classification Trees with the tree Package
Regression Trees with the tree Package
K-Nearest Neighbor Classification
The randomForest Package
Combining Random Forests
Random Forests for Proximity Classification
Partitioning Around Medoids (PAM)
Naive Bayes Classifier
Linear Discriminant Analysis (LDA)
Quadratic Discriminant Analysis (QDA)
Mixture Discriminant Analysis (MDA)
Support Vector Machines (SVMs)
Loess Regression
Partial Least Squares Regression (PLS)
Smoothing Splines
Boosting and Bagging
Course: 11 Minutes
AdaBoost in R
Bagging
Advanced Visualizations
Course: 15 Minutes
Scatterplot Matrix in R
Overlay Density Plots
Scatterplot 3D Visualization in R
Practice: Machine Learning Examples in R
Course: 15 Minutes
Exercise: Statistical analysis in R
Get started with Data Science in R!
✔️ Learn at your own pace with interactive videos and hands-on exercises. ✔️ Test your knowledge after each chapter with tests to track your progress. ✔️ Strengthen your data science skills and take the first step in your career as a data scientist.
Order your course now and start learning data science in R today!
Specifications
Article number
106162563
SKU
106162563
Language
English
Qualifications of the Instructor
Certified
Course Format and Length
Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration
5:04 Hours
Progress monitoring
Access to Material
365 days
Technical Requirements
Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance
Helpdesk and online knowledge base 24/7
Certification
Certificate of participation in PDF format
Price and costs
Course price at no extra cost
Cancellation policy and money-back guarantee
We assess this on a case-by-case basis
Award Winning E-learning
Tip!
Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.
Heeft u vragen over dit product of hulp nodig bij het bestellen? Onze AI-chatbot is 24/7 beschikbaar, of neem contact op via [email protected] of bel +31 36 760 1019
Heeft u vragen over dit product of hulp nodig bij het bestellen? Onze AI-chatbot is 24/7 beschikbaar, of neem contact op via [email protected] of bel +31 36 760 1019
Order this unique E-Learning Data Science Fundamentals Training in R online, 1 y...
€192,39€159,00
Specifications
Article number
106162563
SKU
106162563
Language
English
Qualifications of the Instructor
Certified
Course Format and Length
Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration
5:04 Hours
Progress monitoring
Access to Material
365 days
Technical Requirements
Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance
Helpdesk and online knowledge base 24/7
Certification
Certificate of participation in PDF format
Price and costs
Course price at no extra cost
Cancellation policy and money-back guarantee
We assess this on a case-by-case basis
Award Winning E-learning
Tip!
Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.
Wij gebruiken functionele en analytische cookies om onze website goed te laten werken en het gebruik ervan te meten met Google Analytics. Er worden geen persoonsgegevens gedeeld voor advertentiedoeleinden. Door op "Accepteren" te klikken, geeft u toestemming voor het plaatsen van deze cookies.
Manage cookies