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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

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    ★ 4.5 (365) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • E

    EDUCBA

    Indian Banking System & Risk Management

    Skills you'll gain: Bank Regulations, Commercial Lending, Banking Services, Payment Systems, Banking, Operational Risk, Financial Statements, Credit Risk, Commercial Banking, Regulatory Compliance, Risk Modeling, Financial Statement Analysis, Financial Systems, Risk Control, Compliance Management, Risk Management Framework, Lending and Underwriting, Derivatives, Futures Exchange, Portfolio Risk

    ★ 5 (44) · Beginner · Specialization · 3 - 6 Months

  • M

    Macquarie University

    Excel Power Tools for Data Analysis

    Skills you'll gain: Power BI, Microsoft Excel, Dashboard Creation, Data Storytelling, Spreadsheet Software, Data Wrangling, Data Sharing

    ★ 4.9 (1.3K) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Building Retrieval-Augmented Systems & Knowledge Graphs

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Agentic Workflows, Generative AI Agents, AI Integrations, Artificial Intelligence, Large Language Modeling, Taxonomy, Agentic systems, Scalability, Python Programming, System Design and Implementation, Machine Learning, Graph Theory

    Intermediate · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Cybersecurity Operations Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Intelligence, Cyber Threat Hunting, Key Management, Data Security, Malware Protection, Network Security, Threat Modeling, Computer Security Incident Management, File Systems, Threat Detection, Endpoint Security, Cryptography, Linux, Operating System Administration, Vulnerability Assessments, Cybersecurity, Cyber Operations, Security Information and Event Management (SIEM)

    ★ 4.8 (1.2K) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Python Data Model

    Skills you'll gain: Data Modeling, Python Programming, Object Oriented Programming (OOP), Data Persistence, Context Management, Data Structures, Memory Management

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Profit Analysis using Economic Value Added

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Operational Analysis, Financial Modeling, Performance Metric, Accounting, Finance, Investments

    ★ 4.6 (216) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Database Design and Basic SQL in PostgreSQL

    Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Development, Database Theory, Database Management, Data Modeling, Databases, Query Languages, Data Integrity

    ★ 4.8 (1.1K) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Fundamentos Empresariales

    Skills you'll gain: Operations Management, Balance Sheet, Process Analysis, Operations, Operational Efficiency, Operational Excellence, Financial Statement Analysis, Process Improvement, Financial Statements, Customer Analysis, Financial Accounting, Capital Budgeting, Branding, Financial Modeling, Financial Analysis, Brand Strategy, Marketing, Analysis, Case Studies, Business Analysis

    ★ 4.6 (446) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Introduction to battery-management systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Safety Standards, Electronic Components, Low Voltage, Control Systems, Thermal Management, Electronics, Electrical Power, Failure Analysis, Energy and Utilities, Electrical Engineering, Manufacturing Processes, Materials science, Chemistry, Requirements Analysis, Estimation

    ★ 4.8 (2.2K) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Principes de base pour les utilisateurs Snowflake

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Data Modeling, Query Languages, Role-Based Access Control (RBAC), SQL, Data Import/Export, Data Architecture, Data Warehousing, Database Design, Extract, Transform, Load, Big Data, Data Integration, Data Migration, Database Architecture and Administration, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • 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

1…909192…358

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

  • Microsoft AI & ML Engineering: Microsoft
  • Indian Banking System & Risk Management: EDUCBA
  • Excel Power Tools for Data Analysis: Macquarie University
  • Building Retrieval-Augmented Systems & Knowledge Graphs: Packt
  • Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
  • Python Data Model: Packt
  • Profit Analysis using Economic Value Added: Coursera
  • Database Design and Basic SQL in PostgreSQL: University of Michigan
  • Fundamentos Empresariales: University of Pennsylvania
  • Introduction to battery-management systems: University of Colorado Boulder

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