En este repositorio están todos los labs resueltos del programa de Data Analytics de Ironhack.
- resolving git conflicts
- tuple set dict
- string operations
- list comprehension
- advanced regex
- functional programming
- lambda functions
- map reduce filter
- error handling
- data vikings (a.k.a. object-oriented programming)
- numpy deep dive
- intro pandas
- import export
- MySQL
- MySQL SELECT
- Advanced MySQL
- Mongo DB
- web scrapping
- web scrapping deep dive
parsing api- api scavenger
- rss
- data cleaning
- Subsetting and descriptive stats
- Pandas deep dive
- Intro to scipy
- Pivot tables and correlation
- Discrete Probability Distributions
- Continuous Probability Distributions
- Matplotlib & Seaborn Deep Dive
- Plotting Multiple Data Series
- Storytelling through data visualization
- Intro to BI and Tableau
- Tableau Data Visualization
- Poker Master
- Hypothesis testing
- Two Sample Hypothesis Tests
- Correlation test with Scipy
- Regression Analysis
- Bayesian Statistics
- PCA
- Time Series
- Survival Analysis
- Recommender System
- Recommender Systems Deep Dive
- Network Analysis
- Intro to Machine Learning
- Intro to Scikitlearn
- Supervised Learning
- SL Classification
- SL Model Evaluation
- Unsupervised Learning w/Scikit
- Unsupervised Learning
- UL Deep Dive
- UL Model Evaluation