Predictive Modeling Courses
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.
Popular Predictive Modeling Courses and Certifications
University of Colorado Boulder
Skills you'll gain: Large Language Modeling, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Transfer Learning, Deep Learning, PyTorch (Machine Learning Library), Embeddings, Model Evaluation, Network Architecture
Status: Free TrialSkills you'll gain: Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
Status: NewPearson
Skills you'll gain: AI Security, Retrieval-Augmented Generation, AI Orchestration, Responsible AI, LangChain, Threat Modeling, Generative AI, Vector Databases, Embeddings, Secure Coding, Large Language Modeling, Open Web Application Security Project (OWASP), Threat Management, Security Testing, Security Controls, Prompt Engineering
Status: PreviewNational Taiwan University
Skills you'll gain: Journalism, Large Language Modeling, Media and Communications, AI Security, Electronic Media, Storytelling, Responsible AI, International Relations, digital literacy, Writing, Natural Language Processing, Digital Communications
Status: Free TrialSkills you'll gain: MySQL, MongoDB, NoSQL, Object-Relational Mapping, Database Design, Relational Databases, SQL, Node.JS, Restful API, Databases, Data Persistence, Data Modeling, Back-End Web Development, Unstructured Data
Duke University
Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning
Status: PreviewUniversity of Cape Town
Skills you'll gain: Business Modeling, Peer Review, FinTech, Presentations, Entrepreneurship, Business Planning, Business Strategies, Financial Regulations, New Product Development, Regulatory Requirements, Customer Analysis, Market Opportunities, Value Propositions
Status: Free TrialSkills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Text Mining, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Supervised Learning, Time Series Analysis and Forecasting, Network Architecture, Data Science, Model Evaluation
Status: Free TrialUniversidad de los Andes
Skills you'll gain: Digital pedagogy, Education Software and Technology, Systems Analysis, User Centered Design, Requirements Analysis, digital literacy, Virtual Environment
Skills you'll gain: Restful API, API Design, Application Programming Interface (API), Virtual Environment, Python Programming, User Accounts, Application Security, Encryption, Data Modeling
Status: NewStatus: Free TrialSkills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
Status: Free TrialSkills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Game Design, Video Game Development, Computer Graphics, Animation and Game Design, Virtual Environment
In summary, here are 10 of our most popular predictive modeling courses
- Deep Learning for Natural Language Processing:Â University of Colorado Boulder
- Natural Language Processing - Probability Models in Python:Â Packt
- Securing Generative AI:Â Pearson
- International Communication and East Asian Affairs (3):Â National Taiwan University
- Implement Polyglot Persistence Using SQL and NoSQL Databases:Â NIIT
- Local LLMs with llamafile:Â Duke University
- Curso con proyecto final: Comienza tu futuro en fintech:Â University of Cape Town
- Deep Learning: Recurrent Neural Networks with Python:Â Packt
- Análisis del contexto para fundamentar diseño de instrucción: Universidad de los Andes
- Configuración de APIs en Python: Crea un API REST: Coursera
