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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


  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Computational Thinking, Problem Solving, Embeddings

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Dashboarding and Funnel Analytics for Product Insights

    Skills you'll gain: Dashboard, Dashboard Creation, Conversion Funnel Analysis, Web Analytics, Process Analysis, Process Mapping, Heat Maps, Marketing Analytics, Business Analytics, Customer Analysis, Requirements Analysis, Requirements Elicitation, Interactive Data Visualization, Process Design, Business Requirements, Predictive Analytics, Customer Retention, Performance Metric, Key Performance Indicators (KPIs), Statistical Analysis

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Management, Data Security, Cloud Services, Security Controls, Time Series Analysis and Forecasting, Cryptography, Data Analysis, Cryptographic Protocols, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

    ★ 4.9 (19) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Büyük Dil Modellerine Giriş

    Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Prompt Engineering Tools, Google Gemini, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Metadata Management and Data Catalogs

    Skills you'll gain: Metadata Management, Data Governance, Dependency Analysis, Data Management, Data Modeling, Personally Identifiable Information, Data Security, Data Quality, Data Compilation, Data Processing, Data Presentation, Automation, Docker (Software), Application Programming Interface (API), Application Lifecycle Management

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    RF/Microwave Design - Impedance Matching

    Skills you'll gain: electromagnetics, Electronics, Wireless Networks, Performance Tuning, Network Planning And Design, Process Optimization, Design, Analysis, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Plot (Graphics), Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Harnessing Ollama – Create Local LLMs with Python

    Skills you'll gain: LLM Application, Tool Calling, Large Language Modeling, Retrieval-Augmented Generation, Command-Line Interface, Embeddings, Python Programming, Application Development, Vector Databases, User Interface (UI), Software Installation, Restful API, Development Environment

    ★ 4 (6) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    3D Models with Adobe Photoshop: Design a Pickleball Paddle

    Skills you'll gain: Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design, Adobe Photoshop, Creative Design, Typography, 3D Modeling, 3D Assets, Graphical Tools, Color Theory, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Adobe Creative Cloud

    Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategy, Value Propositions, Applied Machine Learning, Cloud-Based Integration, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Digital Marketing Tools: Machine Learning and AI

    Skills you'll gain: Model Evaluation, Apache Hadoop, Machine Learning Methods, AI Personalization, Digital Marketing Tools, Data-Driven Marketing, Customer Analysis, Marketing Automation, Digital Marketing, Marketing Strategies, Applied Machine Learning, Big Data, Customer Insights, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning, Predictive Analytics

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Model Optimization, Deep Learning, Model Training, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Network Architecture, Probability & Statistics, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

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

  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • Dashboarding and Funnel Analytics for Product Insights: Coursera
  • Developing Secure IoT Applications: EDUCBA
  • Büyük Dil Modellerine GiriÅŸ: Google Cloud
  • Metadata Management and Data Catalogs: Edureka
  • RF/Microwave Design - Impedance Matching: Coursera
  • Geometry and Calculus for Computing: University of London
  • Harnessing Ollama – Create Local LLMs with Python: Packt
  • 3D Models with Adobe Photoshop: Design a Pickleball Paddle: Coursera
  • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração

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