Skills you'll gain: Model Evaluation, Supervised Learning, Predictive Analytics, Data Cleansing, Matplotlib, Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Data Science, Data Analysis, Descriptive Analytics, Plot (Graphics), Regression Analysis, Data Visualization, Machine Learning Algorithms, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Visualization Software

Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

Skills you'll gain: Linear Algebra, Integral Calculus, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Graph Theory, Data Visualization Software, Python Programming, Numerical Analysis, Applied Mathematics, Data Analysis, Mathematical Modeling, Computational Thinking, Engineering Analysis, Advanced Mathematics, Algorithms, Data Manipulation, Data Science

Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Dimensionality Reduction, Anomaly Detection, Linear Algebra, Machine Learning, Data Ethics, Probability & Statistics, Regression Analysis, Model Evaluation, Responsible AI, Embedded Systems, Natural Language Processing, Computer Vision, Image Analysis, Applied Machine Learning, Machine Learning Algorithms, Probability Distribution

Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming

Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Plot (Graphics), Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Data-Driven Decision-Making, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Data Visualization Software, Statistical Visualization

Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Probability, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science

Skills you'll gain: Social Network Analysis, Systems Thinking, Data Presentation, Unsupervised Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Computer Vision, Predictive Modeling, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Marketing Analytics, Cash Flows, Simulations, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package)

Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance

Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Machine Learning Algorithms, Machine Learning, Python Programming, Artificial Neural Networks, Deep Learning, Visualization (Computer Graphics), Derivatives

Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis