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josezuniga

Jose Zuniga

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Market Basket Analysis
Spatial and Longitudinal Data Analysis
Cloud Data Science Environment
Immigration Laws, Demographics, and GDP
Regression Trees and Rule-Based Models
Nonlinear Regression Models
Data Manipulation with JavaScript and D3
Interactive Data Visualizations with Dash
Time Series Forecasting
Interactive Data Visualizations with Shiny
Partial Least Squares Regression
ARIMA Models
Exponential Smoothing
Big Data Visualization
Transforming, Modifying, and Combining Data
Data Pre-processing
Time Series Decomposition
Forecasting Basics
Exploratory Data Visualization
Machine Learning with Deep Neural Network
Modelling and Simulating Microchip Manufacturing
Machine Learning with Spark
Advanced Modeling with Simio
Markov Chains and Entity Movement
Bash Unix Shell Scripting
Model Data and Monte Carlo Methods
Input Analysis and Variance Reduction
Data Pipeline
Intermediate Modelling with Simio
Modelling with Simio
Simulation with Simio
Dynamic Stochastic Discrete Event Simulation
Static Stochastic Discrete Event Simulation
Queueing Theory
Algorithmic Trading
Time Series Analysis
American National Election Studies (ANES)
Ordered Logistic Regression
Multiple Linear and Binary Logistic Regression
Python Lifespan and Insurance Calculations
Python Visualization, Simulation, Parallel Computing
Binary Logistic Regression
Python NumPy, SciPy, and pandas
Python I/O, Parsing, Basic Datamining
Python Basics
Classification Metrics
Multiple Linear Regression
House Prices
RDBMS to NoSQL Migration
BLS Public Data API
NYC Mortality Statistics
Taylor Series Approximation
NYC Mitchell-Lama Cooperative Assessment
Bias-Variance Tradeoff
Integration & Differentiation
Regression Analysis
Page Rank
Central Limit Theorem & Common Distributions
Bayes Theorem & Contingency Tables
Expectation, Conditional Probability
Random Variables & Probability
Least Squares
Matrix Inversion & Singular Value Decomposition
Eigenvalues & Eigenvectors
Trace, Determinant, Factorization of Matrices
Vectors, Matrices & Systems of Equations
Text Mining
Web APIs
Scraping Web Pages
Preparing Datasets for Analysis
Data Transformations
Generate a CSV File
Character Manipulation
SQL and R