Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training, Network Architecture
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Generative AI Agents, Google Cloud Platform, LLM Application, Prompt Engineering Tools, Artificial Intelligence
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Value Propositions, Business Planning, Fundraising and Crowdsourcing, Strategic Thinking, Ideation, Business Modeling, Market Opportunities, Team Building, Market Analysis, Initiative and Leadership, Strategic Planning, Resource Management, Customer Analysis, Leadership, Customer Insights
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Deployment, Model Optimization, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Model Training, Transfer Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Machine Learning
Advanced · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Data Warehousing, Data Modeling, Identity and Access Management, SQL, Database Design, Database Management, Google Cloud Platform, Data Architecture, Role-Based Access Control (RBAC), Query Languages, Relational Databases, Data Access, Database Architecture and Administration, Data Sharing, Data Import/Export, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming
Intermediate · Course · 3 - 6 Months

Saïd Business School, University of Oxford
Skills you'll gain: AI powered creativity, Generative AI, Generative Model Architectures, AI Product Strategy, Media Production, Content Creation, AI literacy, Creativity, Responsible AI, AI Integrations, Media Strategy, AI Workflows, Media and Communications, Content Strategy, Content Optimization, Content Management, Compliance Management, Marketing Communications, Digital Transformation, Marketing
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Data Analysis, Computational Logic, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistical Methods, Analysis, Advanced Mathematics, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Mathematics and Mathematical Modeling, Numerical Analysis, Descriptive Analytics
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI Agents, AI Workflows, Gemini, AI Orchestration, AI Integrations, Agentic systems, Agentic Workflows, Model Deployment, Cloud Platforms, LLM Application, Artificial Intelligence, Generative AI, Intranet, Retrieval-Augmented Generation, Large Language Modeling, Enterprise Security
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Sustainable Business, Corporate Sustainability, Reverse Logistics, Sustainable Development, Environmental Laws, Environmental Issue, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Strategies, Business Modeling, Climate Change Mitigation
Beginner · Course · 1 - 4 Weeks

University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Correlation Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Database Design, IBM DB2, Relational Databases, Database Systems, Database Development, Databases, Database Management, PostgreSQL, MySQL, Database Administration, Database Software, SQL, Database Management Systems, Database Architecture and Administration, Data Modeling, Data Import/Export, Data Integrity, Command-Line Interface
Beginner · Course · 1 - 4 Weeks