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: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability
Status: NewStatus: PreviewNortheastern University
Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
Status: PreviewGoogle Cloud
Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Embeddings
Status: NewStatus: PreviewNational Taiwan University
Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Probability & Statistics
Status: NewStatus: PreviewSkills you'll gain: Salesforce, Data Mapping, Advanced Analytics, Data Integration
Status: NewStatus: Free TrialSkills you'll gain: 3D Modeling, Simulations, Aesthetics
Status: NewStatus: PreviewNational Taiwan University
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis
Status: PreviewGoogle Cloud
Skills you'll gain: Large Language Modeling, Natural Language Processing, Transfer Learning, Text Mining, Deep Learning
Status: NewStatus: Free TrialSkills you'll gain: Post-Production, Adobe After Effects, Video Editing, 3D Assets, 3D Modeling, Cinematography, Virtual Environment, Computer Graphics, Photo/Video Production and Technology, Animations
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
Status: PreviewSkills you'll gain: Calculus, Graphing, General Mathematics, Algebra, Mathematical Theory & Analysis, Mathematical Modeling
Google Cloud
Skills you'll gain: Gemini, Google Gemini, Prompt Engineering, Google Cloud Platform, Generative AI, Large Language Modeling
In summary, here are 10 of our most popular predictive modeling courses
- Engineering Genetic Circuits: Abstraction Methods: University of Colorado Boulder
- Machine Learning and Data Analytics Part 1: Northeastern University
- Transformer Models and BERT Model - Italiano: Google Cloud
- 商管統計資料分析三 (Analytics for Business and Management (III)): National Taiwan University
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- Advanced Kitbashing and Prop Creation: Packt
- 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
- Transformer Models and BERT Model - בעברית: Google Cloud
- Blender for Filmmakers: 3D Set Extension & Camera Tracking: Skillshare
- Teaching AI on the Edge: Arm
