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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    Pontificia Universidad Católica de Chile

    Diseño y Creación de un Emprendimiento Social

    Skills you'll gain: Business Modeling, Social Impact, Sustainable Development, Design Thinking, Ideation, Innovation, Entrepreneurship, Project Design, New Business Development, Sustainable Business, Case Studies, Value Propositions

    4.9
    Rating, 4.9 out of 5 stars
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    1K reviews

    Beginner · Course · 1 - 4 Weeks

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    UNSW Sydney (The University of New South Wales)

    Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets

    Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Engineering Analysis, Mathematical Modeling, Estimation

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Basics of Cyber Threat Intelligence

    Skills you'll gain: Cyber Threat Intelligence, MITRE ATT&CK Framework, Cyber Threat Hunting, Threat Detection, Threat Modeling, Threat Management, Security Controls, Cybersecurity, Cyber Security Strategy, Cyber Security Assessment, Security Information and Event Management (SIEM), Incident Response, Continuous Monitoring, Risk Management Framework, Technical Communication, Vulnerability Assessments, Automation

    Intermediate · Course · 1 - 3 Months

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    Status: AI skills
    AI skills
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    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    233 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, AI Product Strategy, Data Transformation, Predictive Analytics, Data Preprocessing, Machine Learning Algorithms, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Building intelligent agent workflows

    Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, AI Security, API Testing, System Testing, Test Script Development, Context Management, Health Informatics, Performance Testing, Functional Testing, Business Logic

    Intermediate · Course · 1 - 4 Weeks

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    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    588 reviews

    Advanced · Course · 1 - 3 Months

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    Coursera

    Cybersecurity in modern organizations

    Skills you'll gain: Cybersecurity, Network Protocols, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Strategy, Cyber Attacks, Secure Coding, Cyber Security Policies, Data Security, Security Awareness, Computer Security Awareness Training, Agile Methodology, Cyber Threat Intelligence, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Skillshare

    A Masterclass in Animation

    Skills you'll gain: Unreal Engine, Adobe After Effects, Motion Graphics, Animations, Multimedia, 3D Modeling, 3D Assets, Animation and Game Design, Logo Design, Cinematography, Video Editing, Computer Graphics, Adobe Illustrator, Adobe Photoshop, Post-Production, Storyboarding, Visualization (Computer Graphics), Photo/Video Production and Technology, Creative Design, Typography

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    Amazon Web Services

    AWS Artificial Intelligence Practitioner

    Skills you'll gain: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, AI Enablement, AI Security, Artificial Intelligence, Applied Machine Learning, Prompt Engineering, Large Language Modeling, LLM Application, Model Deployment, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    MathWorks

    MATLAB Skills for the AI Era

    Skills you'll gain: Plot (Graphics), Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, Mathematical Modeling, Data Visualization, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Code Review, Descriptive Statistics, User Interface (UI) Design, Engineering Calculations, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Specialization · 1 - 3 Months

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    Michigan State University

    How to Start Your Own Business

    Skills you'll gain: Financial Statements, Intellectual Property, Value Propositions, Business Planning, Design Thinking, Ideation, Innovation, Income Statement, Entrepreneurship, Customer Acquisition Management, Business Modeling, Product Development, Balance Sheet, Market Opportunities, Verification And Validation, Creative Thinking, Lean Methodologies, Open Mindset, Resource Management, Leadership

    4.5
    Rating, 4.5 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Diseño y Creación de un Emprendimiento Social: Pontificia Universidad Católica de Chile
  • Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
  • Basics of Cyber Threat Intelligence: Starweaver
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • GenAI for Data Analysts: Coursera
  • Building intelligent agent workflows: Microsoft
  • The Nuts and Bolts of Machine Learning: Google
  • Cybersecurity in modern organizations: Coursera
  • A Masterclass in Animation: Skillshare
  • AWS Artificial Intelligence Practitioner: Amazon Web Services

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