Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Variance Analysis, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Photo Editing, Photography, Editing, Photo/Video Production and Technology, Image Quality, Post-Production, Visual Storytelling, Storytelling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Convolutional Neural Networks, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Classification Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Training, Transfer Learning, Databricks, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Image Analysis, Model Training, Deep Learning, Generative Model Architectures, Applied Machine Learning, Model Evaluation
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Model Training, Java Programming, Java, Feature Engineering, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Data Pipelines
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Spatial Data Analysis, Architectural Drawing, Geospatial Mapping, Architectural Design, Spatial Analysis, 3D Assets, AutoCAD, Visualization (Computer Graphics), Data Mapping, Design Software, Technical Design, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, Computer Graphics, Color Theory, Microsoft Office
Beginner · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Image Analysis, Generative AI, Convolutional Neural Networks, Model Training, Deep Learning, Generative Model Architectures, Model Evaluation, Recurrent Neural Networks (RNNs)
Advanced · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Embeddings, Retrieval-Augmented Generation, Model Training, Large Language Modeling, Natural Language Processing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Entrepreneurship, Financial Analysis, Finance, Financial Forecasting, Return On Investment, Financial Statement Analysis, Balance Sheet, Financial Statements, Equities, Income Statement
Mixed · Course · 1 - 3 Months

Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Mathematical Modeling, Predictive Analytics, Statistical Modeling, Statistical Methods, Applied Mathematics, Logistic Regression, Linear Algebra, Small Data, Model Evaluation, Statistical Programming
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Embeddings
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Large Language Modeling, Google Gemini, LLM Application, Generative AI
Beginner · Course · 1 - 4 Weeks