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
Status: NewStatus: PreviewSkills you'll gain: Credit Risk, Derivatives, Finance, Case Studies, Financial Analysis, Risk Analysis, Financial Modeling, Portfolio Risk, Financial Market, Risk Management, Capital Markets, Mathematical Modeling, Probability
Status: Free TrialGoogle Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Store, Data Transformation, Data Pipelines, Keras (Neural Network Library), Data Modeling, Machine Learning
Status: NewStatus: PreviewSkills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
Status: PreviewSkills you'll gain: Responsible AI, Open Source Technology, Data Ethics, AI Security, Artificial Intelligence, Large Language Modeling, Transfer Learning, Generative AI, Model Evaluation, Model Deployment, Information Privacy, Data Security
Skills you'll gain: Miro AI, Business Modeling, Presentations, Collaborative Software, Entrepreneurship, Brainstorming, Value Propositions, Design Thinking, Graphic Design
Status: NewStatus: Free TrialSkills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning
Status: NewStatus: PreviewSkills you'll gain: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation
Status: PreviewGoogle Cloud
Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings
Status: NewStatus: Free TrialSkills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation
Status: NewStatus: Free TrialSkills you'll gain: Software Design Patterns, Functional Design, Programming Principles
Skills you'll gain: SQL, Database Management, Database Design, Relational Databases, Databases, Query Languages, Performance Tuning, Data Analysis
Status: NewStatus: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Mechanics, Mathematical Modeling, Scientific Methods
In summary, here are 10 of our most popular predictive modeling courses
- Credit Derivatives: Analyze, Price & Apply: EDUCBA
- Feature Engineering em Português Brasileiro: Google Cloud
- Python: Implement & Evaluate Random Forests for ML: EDUCBA
- Teaching AI on the Edge: Arm
- Créer un Business Model Canvas avec Miro: Coursera
- Building, Evaluating, and Operationalizing ML Models: Packt
- SAS: Apply & Evaluate Poisson & Negative Binomial Models: EDUCBA
- Attention Mechanism - Français: Google Cloud
- Introduction to Transformer Models for NLP: Unit 2: Pearson
- Advanced Python Features and Functions: Packt
