Carlos Alberto Álvarez Henao's starred repositories
Classes-at-UdeM
List of courses given at Universidad de Medellin between 2021 and 2023
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
Basic-Statistics-With-Python
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.
Time-Series-and-Financial-Engineering-With-Python
A series of lessons on time series analysis with Python
Probability_Theory
A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
Bayesian-Statistics-Econometrics
Bayesian Statistics-Econometrics
Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Analitica_Datos
Curso de Analítica de datos para la toma de decisiones basadas en información, ofrecido al CEC de la Universidad EAFIT.
Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt
Machine_Learning_Roadmap_From_Novice_to_Pro
Machine Learning Roadmap: From Novice to Pro
machine-learning-books
this is a fork of collection of books for machine learning.
Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
machine-learning
Código Python, Jupyter Notebooks, archivos csv con ejemplos para los ejercicios del Blog aprendemachinelearning.com y del libro Aprende Machine Learning en Español
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
DataScienceMonograph
Este repositorio contiene el material y resultados asociados al proyecto del curso de Seminario de la Especialización en Analítica y Ciencia de Datos de la Universidad de Antioquia, sede Medellín, correspondiente a la Cohorte 5 del año 2023. El objetivo final de este proyecto es la elaboración de una propuesta monográfica.
intro-numerical-methods
Jupyter notebooks and other materials developed for the Columbia course APMA 4300
nicoguaro.github.io
Personal website and blog
Pensamiento_Algoritmico
Curso introductorio en Pensamiento algorítmico, empleando las herramientas Jupyter Notebook y programado en Python V3.11
Metodos_Numericos
Curso de Métodos Numéricos empleando las herramientas Jupyter Notebook y programado en Python V3.11