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

Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Systems Architecture, Data Quality, Data Pipelines, Data Integration, Cloud Storage, Data Storage Technologies, Data Storage, Failure Analysis, Data Processing, Metadata Management, Performance Tuning, Dependency Analysis

Skills you'll gain: Apache Airflow, Virtual Networking, Amazon Web Services, Network Engineering, Network Architecture, Network Routing, Data Pipelines, Network Security, Microservices, Event-Driven Programming, Scalability

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Data-Driven Decision-Making, Applied Machine Learning, Image Analysis, LLM Application, Model Optimization, Data Flow Diagrams (DFDs), Database Theory, Docker (Software), Prompt Engineering, Database Design, NumPy, AI Integrations, Databases, Scikit Learn (Machine Learning Library), Semantic Web, Simulations, Python Programming

Skills you'll gain: Amazon DynamoDB, Amazon Web Services, NoSQL, Database Management Systems, Databases, Redis, Dataflow, Relational Databases, Database Management, Real Time Data, Performance Tuning, Scalability, Capacity Management

Skills you'll gain: Data Visualization Software, Statistical Visualization, Plot (Graphics), Tableau Software, Interactive Data Visualization, Geospatial Information and Technology, Geospatial Mapping, Data Mapping, Spatial Data Analysis, Graphing, Scatter Plots, Histogram, Data Transformation, Time Series Analysis and Forecasting

Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Model Training, Risk Modeling, Predictive Modeling, Statistical Methods, Predictive Analytics, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning Methods, Machine Learning, Python Programming, Logistic Regression

Skills you'll gain: Extract, Transform, Load, Data Integration, Databases, Data Processing, Data Import/Export, Database Management, Data Manipulation, File I/O, Data Mapping, Dataflow, Software Installation, Data Transformation, Software Versioning

Skills you'll gain: Tensorflow, Model Deployment, Generative Model Architectures, Model Training, Generative AI, Keras (Neural Network Library), Machine Learning, Natural Language Processing

Skills you'll gain: Code Reusability, Maintainability, Program Development, Computational Logic, Development Environment, Software Installation

Skills you'll gain: Model Optimization, Calculus, Machine Learning Methods, NumPy, Machine Learning Algorithms, Applied Machine Learning, Tensorflow, Python Programming, Derivatives, Development Environment

Skills you'll gain: Dataflow, Google Cloud Platform, Splunk, Data Pipelines, Cloud Storage, Kubernetes, Cloud Deployment, Data Storage, Event Monitoring