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  • Predictive Modeling

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


  • M

    Microsoft

    Practical AI Strategy and Azure Service Selection

    Skills you'll gain: AI Product Strategy, Microsoft Azure, Decision Intelligence, AI literacy, Discussion Facilitation, Governance, Artificial Intelligence, Responsible AI, Decision Making, Model Deployment, Model Evaluation, Business Priorities, Business Requirements, Feasibility Studies, Risk Management, Project Risk Management, Project Documentation, Goal Setting, Requirements Analysis, Cost Management

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Unlock your Creative Potential with AI: ChatGPT for Creators

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, AI powered creativity, Prompt Engineering Tools, Data Ethics, Generative AI, Brainstorming, Blogs, Content Creation, Creativity, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Web Analytics

    Skills you'll gain: Web Analytics, Google Analytics, Web Analytics and SEO, Keyword Research, Data Collection, Customer Analysis, Data Quality, Digital Analysis, Conversion Funnel Analysis, Competitive Intelligence, Analytics, Dashboard Creation, Data-Driven Decision-Making, Data Validation, Competitive Analysis, Data Analysis, Search Engine Optimization, Looker (Software), Data Capture, Marketing Analytics

    Beginner · Specialization · 1 - 3 Months

  • E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Embedded Software, Model Training, Data Preprocessing, Machine Learning Methods, Embedded Systems, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Data Ethics, Deep Learning, Responsible AI, Data Collection, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Model Optimization, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    756 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    LLM Security and Vulnerabilities

    Skills you'll gain: LLM Application, Large Language Modeling, Open Web Application Security Project (OWASP), AI Security, Cyber Security Assessment, Application Security, Security Architecture Review, Tool Calling, Threat Modeling, Security Testing, Secure Coding, Vulnerability Assessments, Vulnerability Management, Software Architecture, Prompt Patterns, Prompt Engineering, IT Security Architecture, Security Controls, Application Programming Interface (API), Data Validation

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Advanced Deep Learning Architectures

    Skills you'll gain: Model Deployment, Generative AI, Large Language Modeling, Generative Model Architectures, PyTorch (Machine Learning Library), Fine-tuning, Application Deployment, Model Optimization, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Vision Transformer (ViT), Transfer Learning, Token Optimization, LLM Application, Hugging Face, Convolutional Neural Networks, Containerization, Model Training, Computer Vision

    Intermediate · Specialization · 1 - 3 Months

  • N

    Northeastern University

    Business Process Engineering Part 2

    Skills you'll gain: Process Mapping, Cross-Functional Team Leadership, Business Process, Process Design, Team Management, Agile Project Management, Lean Methodologies, Innovation, Business Process Modeling, Agile Methodology, Team Performance Management, Team Building, Project Management, Business Process Improvement, Business Process Management, Process Analysis, Business Process Reengineering, Process Flow Diagrams, Lean Manufacturing, Business Systems

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Train, Tune, & Ship: End-to-End Machine Learning Engineering

    Skills you'll gain: Model Training, Fine-tuning, Model Evaluation, Model Optimization, Machine Learning Methods, Predictive Modeling, Tensorflow, Statistical Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Computer Vision, Performance Testing, Transfer Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Verification And Validation, Network Architecture, Deep Learning, Benchmarking, PyTorch (Machine Learning Library)

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    497 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, User Experience Design, Vulnerability Assessments, Database Theory, Unified Modeling Language, Unit Testing, Usability, UI/UX Research, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Vulnerability Management, Data Flow Diagrams (DFDs), Relational Databases, Software Visualization, Security Software, Systems Development Life Cycle, Software Development Life Cycle

    4.6
    Rating, 4.6 out of 5 stars
    ·
    438 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Equations & Inequalities

    Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    648 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Summarize and Evaluate Ethical AI Insights

    Skills you'll gain: Data Ethics, Prompt Engineering, AI literacy, Responsible AI, Data Synthesis, Personally Identifiable Information, LLM Application, Information Privacy, Large Language Modeling, Qualitative Research, Data Integrity, Performance Analysis, Key Performance Indicators (KPIs), Performance Measurement, Variance Analysis, Gap Analysis, Market Opportunities, Business Development, Business Strategy, Business Planning

    Beginner · Course · 1 - 4 Weeks

1…838485…358

In summary, here are 10 of our most popular predictive modeling courses

  • Practical AI Strategy and Azure Service Selection: Microsoft
  • Unlock your Creative Potential with AI: ChatGPT for Creators: Skillshare
  • Web Analytics: Edureka
  • Introduction to Embedded Machine Learning: Edge Impulse
  • LLM Security and Vulnerabilities: Pragmatic AI Labs
  • Advanced Deep Learning Architectures: Board Infinity
  • Business Process Engineering Part 2: Northeastern University
  • Train, Tune, & Ship: End-to-End Machine Learning Engineering: Coursera
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • Secure Software Design: University of Colorado System

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