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ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

ads_website

adswr

"Agile Machine Learning with R - A workflow" is an opinionated take on how to do a data science project in R

adv-ggplot2-f19

adv-methods

Political methodology course focusing mostly on maximum likelihood estimation.

adv-r

Advanced R programming: a book

adv-r-course

Advanced R workshop

adv-r-website

Advanced R course at UC Irvine - Fall 2020

advance-bayesian-modelling-with-pymc3

advanced-analytics-with-r-and-tableau

Advanced Analytics with R and Tableau, published by Packt

advanced-bayesian-modeling

STAT 578: Advanced Bayesian Modeling

advanced-business-analytics

advanced-comp-2017

💻 Material for a course on applied machine-learning for scientists. Taught at EPFL in spring 2017

advanced-computational-methods-for-social-media-and-text-data

Essex Summer School Advanced Computational Methods for Social Media and Textual Data

advanced-data-analysis

Assignments for Advanced Data Analysis (STAT-W4201), Columbia University, Spring 2016

advanced-data-analysis-software-development-with-r

Homework 6

advanced-data-analysis-with-r

advanced-data-mining-projects-with-r

Advanced Data Mining projects with R, published by Packt

advanced-data-science-with-ibm

As a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. You can apply knowledge in practical use cases, justify architectural decisions, understand the characteristics of different algorithms, frameworks & technologies & how they impact model performance & scalability.

advanced-data-visualization-solutions

Advanced Data Visualization Solutions by Packt Publishing

advanced-data-wrangle

Self-paced online workshop from Griffith University Library to learn advanced data wrangling using OpenRefine

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

advanced-financial-economics

Repo of homework and research code for ECON 525: Advanced Financial Economics

advanced-high-school-statistics

An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.

advanced-machine-learning

advanced-machine-learning-with-r

Tackle data analytics and machine learning challenges and build complex applications with R 3.5

advanced-macroeconomics-ii

advanced-microeconometrics

Github repository for the Advanced Micro Econometrics course.

advanced-ml

Advanced machine learning codes and materials

advanced-ml-fall-17

Repository for the GR5242 course