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1. Forecast Forecast Public

   Statistical Data Analysis

   Jupyter Notebook

2. machine_learning machine_learning Public

   Key Concepts and Approaches in Machine Learning with R & Python: Covering essential methodologies such as ARIMA, regression, regularization, classification, k-nearest neighbors (kNN), decision tree…

   Jupyter Notebook 2 1

3. python_fundamentals python_fundamentals Public

   Key Fundamentals of the Python Language: variables, strings, lists, dictionaries, tuples, for, if-elif-else, for, while, range, methods, functions, lambda, map, reduce, list comprehension.

   Jupyter Notebook

4. visualization_python visualization_python Public

   Data Visualization with Python: Exploring statistical graphics, utilizing libraries such as Matplotlib for creating a variety of visualizations, enhancing data interpretation and analysis through e…

   Jupyter Notebook

5. R_Fundamentals R_Fundamentals Public

   Statistical Analysis Language R. Concepts of the language, RStudio, functions in R, operators, data visualization, statistics, ggplot2, lattice, tidyr, plyr, data types, vectors, matrices, lists, s…

   R

6. organization_visualization_python organization_visualization_python Public

   Python organization and visualization, Python ggplot graphics, Seaborn statistical charts, Matplotlib Dashboard and Linear Regression, advanced configuration and customization in Matplotlib

   Jupyter Notebook 7 11