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Showing: 254 courses
Great Learning

Data Analytics for Beginners - Introduction to Data Analytics

3 rewiews
Learn data analytics fundamentals, including the data lifecycle, machine learning basics, and exploratory data analysis using Python/R. Gain practical skills for leveraging data to solve problems and make informed decisions.
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1 Lesons
59 minutes
On-Demand
Free-Video
NPTEL

Introduction to Biostatistics

2 rewiews
In this course, we will discuss different statistical tools required to (i) analyze our observations, (ii) design new experiments, and (iii) integrate a large number of observations in a single unified model.
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40 Lesons
19 hours
On-Demand
Free-Video
Great Learning

R Programming for Beginners - Learn R in 3 Hours

2 rewiews
Comprehensive introduction to R programming, covering data types, manipulation, visualization, and neural networks. Includes hands-on examples and a Pokemon case study for practical application.
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14 Lesons
3 hours 29 minutes
On-Demand
Free-Video
statisticsmatt

Correlation

1 rewiews
Explore correlation concepts, from Pearson's coefficient to advanced topics like partial and rank correlations. Learn geometrical interpretations, multiple regression, and practical applications using R.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Quantitative Methods

1 rewiews
Explore regression analysis and difference-in-differences methodology using R, with a focus on the Minimum Legal Drinking Age example.
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2 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Microsoft

Reproducible Data Science with Machine Learning

1 rewiews
Discover techniques for reproducible data science using machine learning, focusing on workflow organization, notebook environments, and Azure ML Compute Instances for transparent and explainable AI development.
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5 Lesons
26 minutes
On-Demand
Free-Video

Risk Modelling and Survival Analysis - Actuarial Science

1 rewiews
Explore stochastic processes, Markov chains, risk modeling, and survival analysis in actuarial science. Learn key concepts and tackle past exam questions using R for practical applications.
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13 Lesons
11 hours
On-Demand
Free-Video

Biostatistics Using R Course

1 rewiews
Learn biostatistics with R: from basics to advanced topics like probability, inferential statistics, mixed modeling, and regression analysis. Gain practical skills for data analysis in biological sciences.
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18 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Power BI Examples, Demos & Tutorials

2 rewiews
You asked for it. Here is a complete and in-depth course on how to use Power BI for data analysis.
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27 Lesons
12 hours
On-Demand
Free-Video
Bioinformatics Coach

R for Bioinformatics

1 rewiews
Learn to convert Ensembl IDs to gene symbols and create heatmaps using R packages like biomaRt and pheatmap, essential skills for bioinformatics data analysis and visualization.
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2 Lesons
30 minutes
On-Demand
Free-Video
Bioinformatics Coach

Transcriptomics

1 rewiews
Comprehensive guide to RNA-Seq analysis, covering data processing, visualization techniques like volcano plots and heatmaps, and practical applications using R and Galaxy.
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3 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Great Learning

Product Categorization Using Machine Learning - Machine Learning With R

1 rewiews
Learn to categorize products using machine learning algorithms, improving e-commerce efficiency and marketing. Includes a case study and demo to apply the concepts in practice.
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9 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Data School

Data Manipulation in R With Dplyr

1 rewiews
Master efficient data manipulation techniques using dplyr in R. Learn powerful functions for faster, more intuitive data analysis and transformation.
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2 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

R Language for Beginners in Hindi - R Tutorial - Learn R Programming

1 rewiews
This R Language For Beginners video by Great Learning will act as a comprehensive guide in helping you master fundamental and core concepts of R Programming and help pave way for a career in Data Science in R Programming.
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9 Lesons
2 hours 17 minutes
On-Demand
Free-Video
Stanford University

Neural Networks in R and the MNIST Data - Lecture 10.R.1

0 rewiews
Explore neural networks using R and MNIST data, learning practical implementation of deep learning techniques for image recognition and statistical analysis.
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1 Lesons
30 minutes
On-Demand
Free-Video

Logistic Regression

0 rewiews
Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Statistics and Machine Learning in R

0 rewiews
If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Marketing Analytics

0 rewiews
Learn R programming and advanced marketing analytics techniques, including consumer behavior, segmentation, pricing, forecasting, and data-driven decision-making for business success.
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67 Lesons
1 day 5 hours
On-Demand
Free-Video
NPTEL

Essentials of Data Science With R Software - Probability and Statistical Inference

0 rewiews
The main objective of statistics is to work on a small sample of data but provide conclusions for the whole population. Such results cannot be obtained without learning the concepts and tools of theory of probability and statistical inference.
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68 Lesons
1 day 10 hours
On-Demand
Free-Video
Indiana University

STEM Workshop - Introduction of R-Python Programming and Bioinformatics to High School Students

0 rewiews
Comprehensive workshop introducing R and Python programming for bioinformatics to high school students, covering data analysis, visualization, and computational biology applications.
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15 Lesons
15 hours
On-Demand
Free-Video
Julia Silge

First Look at Positron - Exploring Orca Encounters

0 rewiews
Explore orca encounters using Positron, a next-generation data science IDE, in this hands-on demonstration of its capabilities and features.
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1 Lesons
15 minutes
On-Demand
Free-Video
Great Learning

Data Visualization with ggplot2 in R

0 rewiews
ggplot2 is the most popular package for data visualization. It is based on Grammar of Graphics which makes visualization extremely easy.
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8 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Machine Learning - Linear Regression in R and Python

0 rewiews
This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression. You will also learn how to implement linear regression in both R language and Python language
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5 Lesons
36 minutes
On-Demand
Free-Video
BioinformaticsDotCA

CBW's Introduction to R Workshop - June 21-22, 2021

0 rewiews
Learn R programming essentials: scripting, statistical tests, loops, functions, linear models, and R Markdown in this comprehensive workshop for beginners.
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6 Lesons
10 hours
On-Demand
Free-Video
BioinformaticsDotCA

Introduction to R 2018

0 rewiews
Learn the fundamentals of R programming for data analysis and visualization through hands-on sessions covering key concepts and practical applications.
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8 Lesons
12 hours
On-Demand
Free-Video
BioinformaticsDotCA

Flow Cytometry Data Analysis Using R 2013

0 rewiews
Learn to analyze flow cytometry data using R, covering exploration, processing, quality assurance, static gating, and advanced clustering techniques for comprehensive data interpretation.
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5 Lesons
6 hours
On-Demand
Free-Video
Bioinformatics Coach

Data Visualization

0 rewiews
Learn to create volcano plots and heatmaps in R for bioinformatics analysis. Reproduce Galaxy tutorials and master essential data visualization techniques for beginners.
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2 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Bioinformatics Coach

Data Visualization in R

0 rewiews
Learn to create impactful volcano plots and heatmaps for bioinformatics using R, with step-by-step guidance on reproducing Galaxy tutorials and utilizing the pheatmap package.
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2 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Bioinformatics Coach

Gene Expression Analysis

0 rewiews
Learn essential techniques for analyzing gene expression data, including RNA-Seq pipelines, volcano plots, heatmaps, and RNAseq data analysis using R and Python.
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5 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Bioinformatics Coach

RNA-Seq Analysis

0 rewiews
Learn step-by-step RNA-Seq data analysis, including creating Volcano Plots in R. Ideal for bioinformatics beginners, this tutorial reproduces Galaxy workflows and provides hands-on experience.
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2 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

ANOVA

0 rewiews
Comprehensive introduction to Analysis of Variance (ANOVA), covering key concepts, types, and applications in statistical analysis. Includes practical examples and comparisons with other statistical tests.
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15 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

0 rewiews
Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.
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6 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Great Learning

Data Science for Beginners - Learn Data Science in 9 Hours

0 rewiews
This tutorial on "Data Science for Beginners" would help you to comprehensively master all the concepts of Data Science.
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6 Lesons
8 hours 48 minutes
On-Demand
Free-Video
Great Learning

R Programming for Beginners - R Programming for Data Science

0 rewiews
Comprehensive introduction to R programming, covering basics to advanced topics like data manipulation and visualization. Includes hands-on practice with a Pokemon dataset case study.
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10 Lesons
2 hours 4 minutes
On-Demand
Free-Video
Great Learning

Neural Network Tutorial - Artificial Neural Network and Backpropagation in Neural Networks

0 rewiews
In this 'Neural Network' Tutorial, you will comprehensively learn about all the concepts of Artificial neural networks and the importance of Back-propagation in Neural Networks.
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6 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Full Course

0 rewiews
This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression.
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6 Lesons
3 hours 52 minutes
On-Demand
Free-Video
Great Learning

Classification with Decision Trees

0 rewiews
Learn to implement classification using decision trees in R, covering key concepts like Gini index, entropy, and impurity measurement. Explore advantages, case studies, and various algorithms for effective machine learning applications.
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10 Lesons
2 hours 14 minutes
On-Demand
Free-Video
statisticsmatt

Using R

0 rewiews
Learn advanced statistical techniques and data analysis using R, covering distributions, simulations, estimations, and various statistical tests through practical examples and hands-on coding.
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38 Lesons
6 hours
On-Demand
Free-Video
statisticsmatt

Statistical Theory

0 rewiews
Explore advanced statistical concepts, proofs, and applications using R, covering topics from probability distributions to matrix properties and confidence intervals.
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29 Lesons
5 hours
On-Demand
Free-Video
statisticsmatt

Survival Analyses

0 rewiews
Learn to generate censored exponential data, derive density and likelihood for censored data, and understand the Kaplan-Meier estimator as a maximum likelihood estimator in R.
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3 Lesons
30 minutes
On-Demand
Free-Video
statisticsmatt

Maximum Likelihood Estimation

0 rewiews
Comprehensive exploration of Maximum Likelihood Estimation across various probability distributions, including practical applications using R for data generation and parameter estimation.
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25 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Approximations

0 rewiews
Explore statistical approximations, including binomial, Poisson, and normal distributions. Learn delta method, confidence intervals, and moment estimation techniques for various probability distributions.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Exponential Family

0 rewiews
Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
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22 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Multivariate

0 rewiews
Explore advanced multivariate statistical concepts, including hypothesis testing, probability distributions, and data analysis techniques, with practical applications using R programming.
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29 Lesons
6 hours
On-Demand
Free-Video
statisticsmatt

Order Statistics

0 rewiews
Explore order statistics, from summation formulas to distribution convergence, transformations, and practical applications using R for data analysis and visualization.
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10 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Hypotheses Testing

0 rewiews
Comprehensive exploration of hypothesis testing, covering statistical concepts, methods, and practical applications using R simulations for various distributions and test types.
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32 Lesons
6 hours
On-Demand
Free-Video

Data Science and Machine Learning with Python and R

0 rewiews
Master data science and machine learning techniques using Python and R, covering key algorithms, tools, and real-world applications across various industries.
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66 Lesons
14 hours
On-Demand
Free-Video

Learning Base R

0 rewiews
Master fundamental R programming concepts, from basic calculations to advanced topics like simulation and statistics, through hands-on practice and comprehensive coverage of essential functions and data structures.
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47 Lesons
8 hours
On-Demand
Free-Video
Acadgild

Data Analytics With R, Excel and Tableau Tutorials

0 rewiews
Learn essential data analytics skills using R, Excel, and Tableau. Gain practical knowledge in business analytics and R programming to enhance your data-driven decision-making abilities.
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2 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Learning Puree

Statistics Beginners Tutorials

0 rewiews
Comprehensive introduction to statistical concepts, from history to descriptive measures, with practical applications and R programming examples.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Data Viz Using Plotly for R

0 rewiews
Learn to create interactive data visualizations with Plotly in R, covering various chart types and customization techniques for effective data presentation.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video

R Tutorials

0 rewiews
Learn essential R skills for data analysis, visualization, and machine learning, covering statistics, deep learning, Plotly, and real-world applications like COVID-19 data extraction.
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15 Lesons
6 hours
On-Demand
Free-Video

Introduction to Deep Learning for Everyone

0 rewiews
Learn deep learning fundamentals using Keras and TensorFlow in R, covering regression, neural networks, regularization, and convolutional networks for practical applications.
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22 Lesons
7 hours
On-Demand
Free-Video

ECLR-R for Econometrics

0 rewiews
Learn essential econometric techniques using R, from data import and analysis to advanced modeling like ARIMA, GARCH, and difference-in-differences, with practical examples and hands-on exercises.
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10 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Traversy Media

R Programming Crash Course

0 rewiews
Comprehensive introduction to R programming, covering installation, data types, data manipulation with dplyr, visualization with ggplot2, and practical data analysis techniques for beginners.
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21 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Derek Banas

R Programming Tutorial

0 rewiews
Comprehensive tutorial covering R programming basics, data manipulation, visualization, and statistical analysis. Ideal for beginners seeking hands-on learning with practical examples and applications.
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31 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Microsoft

Introduction to Regression Models by Using R and Tidymodels

0 rewiews
Explore regression models using R and tidymodels to predict numeric values. Learn when to use regression, train models, and evaluate performance through hands-on bike rental prediction.
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8 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Microsoft

Explore and Analyze Data with R

0 rewiews
Explore, analyze, and visualize data using R programming language. Learn to use packages like ggplot2, dplyr, and tidyr to transform raw data into insights and knowledge.
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9 Lesons
1 hour 26 minutes
On-Demand
Free-Video

Actuarial Statistics 1

0 rewiews
Comprehensive coverage of actuarial statistics, including probability distributions, data analysis, and statistical concepts. Includes calculator tutorials and R programming for practical application in actuarial work.
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18 Lesons
9 hours
On-Demand
Free-Video

Actuarial Statistics

0 rewiews
Comprehensive foundation in actuarial statistics, covering probability, random variables, and R programming. Engaging lectures and practical assignments prepare students for real-world applications and exam success.
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17 Lesons
1 day
On-Demand
Free-Video

Data Science & Machine Learning Full Courses in Python & R

0 rewiews
Comprehensive data science and machine learning program covering statistics, Python, R, AI, and more. Ideal for beginners and professionals seeking to upskill in key areas of data analysis and ML.
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10 Lesons
3 days 9 hours
On-Demand
Free-Video

Text Analytics Using R-Studio

0 rewiews
This course is going to introduce you to the idea of text analytics using RStudio in Hindi.
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30 Lesons
2 hours 30 minutes
On-Demand
Free-Video

R Tutorials

0 rewiews
Comprehensive R tutorials covering bioinformatics, statistics, and data visualization. Learn to analyze gene expression, perform regression, create plots, and conduct survival analysis using R programming.
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18 Lesons
2 hours 30 minutes
On-Demand
Free-Video

R Beginner

0 rewiews
Learn to create basic graphs in R Studio, including bar plots, scatter plots, and box plots. Explore ggplot for data visualization and run simple programs for biological applications.
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3 Lesons
1 hour 30 minutes
On-Demand
Free-Video

RNAseq Analysis

0 rewiews
Comprehensive guide to RNAseq analysis, covering DEGs, enrichment analysis, data manipulation, and WGCNA, with practical R tutorials for bioinformatics beginners.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video

RStudio Tutorial

0 rewiews
Comprehensive RStudio tutorial covering statistical analysis, data visualization, bioinformatics, machine learning, and more. Ideal for beginners and advanced users seeking practical skills in R programming.
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63 Lesons
23 hours
On-Demand
Free-Video

R Programming

0 rewiews
Learn R programming fundamentals for bioinformatics applications, covering essential concepts and techniques in a comprehensive two-part introduction.
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2 Lesons
2 hours 30 minutes
On-Demand
Free-Video

UseR! 2020: Biostatistics

0 rewiews
Explore biostatistics applications in R, covering clinical trials, mortality analysis, metaproteomics, descriptive tables, ETL, anthropometry, leukemia treatment, meningioma genomics, and survival curve comparisons.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Data Professor

R Data Science Project

0 rewiews
Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Data Professor

R Shiny Web Application

0 rewiews
Learn to create interactive web applications using R Shiny, from basics to advanced features like data-driven apps and machine learning integration. Deploy your creations on Heroku.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Data Science Dojo

Topology for Time Series

0 rewiews
Explore topological algorithms for time series comparison using persistent homology. Learn implementation in R, understand caveats, and gain practical insights through live coding and dataset analysis.
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8 Lesons
34 minutes
On-Demand
Free-Video
Data Science Dojo

R and Python - The Best of Both Worlds

0 rewiews
Explore the synergy between R and Python for data science, comparing their features, workflows, and data types. Learn to combine both languages for optimal results in various data science tasks.
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9 Lesons
55 minutes
On-Demand
Free-Video
Data Science Dojo

Text Analytics Crash Course with R

0 rewiews
Learn text analytics fundamentals, data processing, machine learning models, and visualization techniques using R. Master handling big data and optimizing models for valuable insights from unstructured text.
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12 Lesons
6 hours 9 minutes
On-Demand
Free-Video
Data Science Dojo

Crash Course on Naive Bayes Classification

0 rewiews
Comprehensive introduction to Naive Bayes classification, covering theory and practical applications through R coding examples, from probability basics to real-world predictive models.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Data Science Dojo

Finding the Tallest Tree - Comparing Tree-Based Models

0 rewiews
Explore various tree-based models in R, comparing decision trees, random forests, and boosted trees. Learn about different packages, their implementation, and evaluate models based on user-friendliness, accuracy, and speed.
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18 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Data Science Dojo

Getting Started with Python and R for Data Science

0 rewiews
Learn to set up Python and R for data science, create a simple linear regression model, and push code to GitHub. Suitable for Windows, Mac, and Linux users.
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10 Lesons
30 minutes
On-Demand
Free-Video
5 Minutes Engineering

R Tutorial for Beginners

0 rewiews
Aprenda R desde cero: instalación, conceptos básicos, estructuras de datos, gráficos y estadísticas. Tutorial completo en hindi para principiantes con ejemplos prácticos.
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40 Lesons
4 hours 30 minutes
On-Demand
Free-Video
1littlecoder

Functions and Packages in R - Data Science Tutorial

0 rewiews
Learn about different types of R functions, including built-in, user-defined, and package functions. Explore function creation, usage, and package installation in this Tamil-language tutorial.
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1 Lesons
30 minutes
On-Demand
Free-Video
1littlecoder

Loops and Control Flow in R Programming - Data Science in Tamil

0 rewiews
Learn about control flow, iterations, and loops in R programming for effective data manipulation and analysis.
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1 Lesons
22 minutes
On-Demand
Free-Video
PyCon US

Using Python in a Traditional Office Environment

0 rewiews
Estrategias para integrar Python en entornos de oficina tradicionales, incluyendo generación de reportes, automatización de tareas y desarrollo de aplicaciones para usuarios no programadores.
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1 Lesons
31 minutes
On-Demand
Free-Video
Open Data Science

Mapping Geographic Data in R - Joy Payton

0 rewiews
Learn to create publication-quality maps using R, combining public data sources to uncover interesting patterns. Covers geojson, shapefiles, Census data, geocoding, and data visualization principles.
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10 Lesons
32 minutes
On-Demand
Free-Video
OWASP Foundation

Blended Web and Database Attacks on Real-time, In-Memory Platforms

0 rewiews
Explore blended web and database attacks on real-time, in-memory platforms, focusing on SAP HANA. Learn about novel exploit techniques, vulnerabilities, and security considerations for these high-performance systems.
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17 Lesons
49 minutes
On-Demand
Free-Video
1littlecoder

Make a Beautiful Ggplot2 Bar Chart from Basic to Powerful Themes

0 rewiews
Learn to create stunning ggplot2 bar charts in R, from basic techniques to advanced theming. Master data cleaning, chart customization, and professional visualization using real-world crime data.
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8 Lesons
28 minutes
On-Demand
Free-Video
Bioinformagician

Pseudo-Bulk Analysis for Single-Cell RNA-Seq Data - Detailed Workflow Tutorial

0 rewiews
Comprehensive tutorial on pseudo-bulk analysis for single-cell RNA-Seq data, covering the what, why, and how. Includes data manipulation, aggregation, and differential expression analysis using R, Seurat, and DESeq2.
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18 Lesons
36 minutes
On-Demand
Free-Video
Bioinformagician

Integrate Single-Cell RNA-Seq Datasets in R Using Seurat - Detailed Seurat Workflow Tutorial

0 rewiews
Comprehensive tutorial on integrating single-cell RNA-Seq datasets using Seurat in R, covering data merging, batch effect correction, and visualization techniques for improved analysis.
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14 Lesons
34 minutes
On-Demand
Free-Video
Bioinformagician

How to Analyze Single-Cell RNA-Seq Data in R - Detailed Seurat Workflow Tutorial

0 rewiews
Comprehensive tutorial on analyzing single-cell RNA-Seq data using Seurat in R, covering data processing, quality control, normalization, dimensionality reduction, and clustering for genomics research.
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16 Lesons
36 minutes
On-Demand
Free-Video
Bioinformagician

Visualize Gene Expression Data in R Using Ggplot2 - Bioinformatics for Beginners

0 rewiews
Learn to visualize gene expression data using R and ggplot2. Create barplots, density plots, boxplots, scatterplots, and heatmaps from RNA-Seq data. Hands-on tutorial for beginners in bioinformatics.
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8 Lesons
37 minutes
On-Demand
Free-Video
Bioinformagician

How to Manipulate Gene Expression Data from NCBI GEO in R Using Dplyr - Bioinformatics for Beginners

0 rewiews
Learn to manipulate gene expression data from NCBI GEO using R and dplyr. Covers data reading, metadata retrieval, and essential dplyr functions for effective bioinformatics analysis.
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9 Lesons
34 minutes
On-Demand
Free-Video
Open Data Science

Prepping Data for Analysis in R

0 rewiews
Comprehensive workshop on data preparation for analysis in R, covering common issues, automated solutions, and practical demonstrations using open-source tools and packages.
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26 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Shashank Kalanithi

R for Data Scientists and Data Analysts

0 rewiews
Master essential R skills for data analysis and science, covering variables, vectors, functions, and control structures in a comprehensive tutorial.
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20 Lesons
2 hours 20 minutes
On-Demand
Free-Video
Databricks

Learn to Use Databricks for Data Science

0 rewiews
Discover how Databricks simplifies data science with a unified platform for analytics workloads, from data preparation to predictive analytics, enhancing collaboration and productivity at scale.
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23 Lesons
39 minutes
On-Demand
Free-Video
Bryan Cafferky

Master Databricks and Apache Spark - SparkR Usage - Lesson 35

0 rewiews
Explore SparkR for integrating R with Databricks and Apache Spark, covering architecture, APIs, libraries, and practical examples of data manipulation and analysis.
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25 Lesons
31 minutes
On-Demand
Free-Video
Julia Silge

Fit and Predict With Logistic Regression for Bird Bath Observations in Australia

0 rewiews
Learn to model bird bath observations in Australia using tidymodels, combining model specifications with feature engineering recipes for effective fitting and prediction.
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8 Lesons
37 minutes
On-Demand
Free-Video
Julia Silge

Use Tidymodels Workflowsets to Predict Human-Computer Interactions from Star Trek

0 rewiews
Explore machine learning with tidymodels workflowsets to predict speaker type in Star Trek interactions, featuring data preprocessing, model evaluation, and result analysis.
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9 Lesons
32 minutes
On-Demand
Free-Video
Julia Silge

Predict Housing Prices in Austin TX with Tidymodels and XGBoost

0 rewiews
Explore feature engineering for boosted tree models using Austin housing data. Learn to incorporate text information as indicator variables and tune models for accurate price predictions.
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18 Lesons
52 minutes
On-Demand
Free-Video
Julia Silge

Partial Dependence Plots for Mario Kart World Records

0 rewiews
Explore decision tree modeling and partial dependence profiles for Mario Kart world records using tidymodels and DALEX, with a focus on predicting shortcut usage.
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11 Lesons
27 minutes
On-Demand
Free-Video
Julia Silge

Predict Water Availability in Sierra Leone With Random Forests

0 rewiews
Explore random forest modeling with tidymodels to analyze water sources in Sierra Leone, covering data preparation, model building, and evaluation techniques.
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14 Lesons
45 minutes
On-Demand
Free-Video
Julia Silge

Estimate Change in CEO Departures With Bootstrap Resampling

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Explore bootstrap resampling with tidymodels to analyze trends in CEO departures, using generalized linear models and #TidyTuesday data.
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10 Lesons
22 minutes
On-Demand
Free-Video
Julia Silge

Compute Bootstrap Confidence Intervals for Super Bowl Commercial Characteristics

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Explore how Super Bowl commercial characteristics evolve over time using tidymodels for bootstrap confidence intervals and data visualization techniques.
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5 Lesons
21 minutes
On-Demand
Free-Video
Julia Silge

Predict Class Membership for the Datasaurus Dozen With Tidymodels

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Explore multiclass evaluation metrics for random forest models using the Datasaurus Dozen dataset, focusing on model performance and visualization techniques.
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11 Lesons
27 minutes
On-Demand
Free-Video