Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Graph Theory, Artificial Neural Networks, Python Programming, Algorithms

Skills you'll gain: Dimensionality Reduction, Probability & Statistics, NumPy, Statistics, Jupyter, Linear Algebra, Data Science, Python Programming, Machine Learning, Applied Mathematics

Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Supervised Learning, Feature Engineering, Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Python Programming, NumPy, Artificial Neural Networks

Skills you'll gain: Data Transformation, Data Wrangling, Data Manipulation, Tidyverse (R Package), Data Cleansing, R Programming

Skills you'll gain: Rmarkdown, Ggplot2, Shiny (R Package), Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Literacy, Tidyverse (R Package), Plot (Graphics), Spatial Data Analysis, R Programming, Plotly, Dashboard, Statistical Visualization, Spatial Analysis, Scatter Plots, Data Analysis, Data Science

Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Jupyter, Python Programming, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis, Statistical Modeling, Dimensionality Reduction, Data Validation, Performance Tuning