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: Extensible Markup Language (XML), Extensible Languages and XML, Javascript, Web Development Tools, Scripting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Tensorflow, Data Ethics, AI Personalization, Customer experience improvement, PyTorch (Machine Learning Library), Network Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Emerging Technologies, Computer Networking, Generative AI Agents, Wireless Networks, Network Protocols, Digital Communications, System Design and Implementation, Communication
Advanced · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Predictive Modeling, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Scatter Plots, Microsoft Excel
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Google Cloud Platform, Dashboard, Interactive Data Visualization, Data Visualization, Data Analysis
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Business Modeling, Customer Relationship Management, Entrepreneurship, New Business Development, Business Planning, Telecommuting, Business Strategy, Value Propositions, Collaborative Software
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Derivatives, Futures Exchange, Financial Market, Equities, Financial Trading, Capital Markets, Investments, Securities Trading, Market Dynamics, Portfolio Risk, Risk Management, Profit and Loss (P&L) Management, Risk Analysis, Arbitration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Zero Trust Network Access, Cloud Computing Architecture, Serverless Computing, Data Governance, Cloud Management, Virtual Networking, Identity and Access Management, Role-Based Access Control (RBAC)
Beginner · Course · 3 - 6 Months

University of Michigan
Skills you'll gain: Loans, Higher Education, Student Services, Financial Policy, Education and Training, Public Policies, Policy Analysis, Return On Investment, Economics, Advocacy
Mixed · Course · 1 - 3 Months

Skills you'll gain: Load Balancing, Cloud Computing Architecture, Virtual Networking, Event Monitoring, Identity and Access Management, Key Management
Intermediate · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing
Intermediate · Course · 1 - 3 Months