Exponential Family
Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
Multivariate
Explore advanced multivariate statistical concepts, including hypothesis testing, probability distributions, and data analysis techniques, with practical applications using R programming.
Order Statistics
Explore order statistics, from summation formulas to distribution convergence, transformations, and practical applications using R for data analysis and visualization.
Hypotheses Testing
Comprehensive exploration of hypothesis testing, covering statistical concepts, methods, and practical applications using R simulations for various distributions and test types.
Data Science and Machine Learning with Python and R
Master data science and machine learning techniques using Python and R, covering key algorithms, tools, and real-world applications across various industries.
Learning Base R
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.
Data Analytics With R, Excel and Tableau Tutorials
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.
Statistics Beginners Tutorials
Comprehensive introduction to statistical concepts, from history to descriptive measures, with practical applications and R programming examples.
Data Viz Using Plotly for R
Learn to create interactive data visualizations with Plotly in R, covering various chart types and customization techniques for effective data presentation.
R Tutorials
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.
Introduction to Deep Learning for Everyone
Learn deep learning fundamentals using Keras and TensorFlow in R, covering regression, neural networks, regularization, and convolutional networks for practical applications.
ECLR-R for Econometrics
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.
R Programming Crash Course
Comprehensive introduction to R programming, covering installation, data types, data manipulation with dplyr, visualization with ggplot2, and practical data analysis techniques for beginners.
R Programming Tutorial
Comprehensive tutorial covering R programming basics, data manipulation, visualization, and statistical analysis. Ideal for beginners seeking hands-on learning with practical examples and applications.
Introduction to Regression Models by Using R and Tidymodels
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.
Explore and Analyze Data with R
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.
Actuarial Statistics 1
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.
Actuarial Statistics
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.
Data Science & Machine Learning Full Courses in Python & R
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.
Text Analytics Using R-Studio
This course is going to introduce you to the idea of text analytics using RStudio in Hindi.
R Tutorials
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.