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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


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    EDUCBA

    Master Decision Trees in R: Build, Predict & Evaluate

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)

    Mixed · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Artificial Intelligence Industrial Control Systems Security

    Skills you'll gain: Large Language Modeling, AI Security, Network Security, Responsible AI, Cybersecurity, Infrastructure Security, Information Systems Security, Threat Modeling, Firewall, Network Protocols, Data Ethics, Internet Of Things, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Statistical Methods and Data Analysis

    Skills you'll gain: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Generative AI - 简体中文

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence, Large Language Modeling

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    Beginner · Course · 1 - 4 Weeks

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    Packt

    TOTAL - CompTIA CySA+ Cybersecurity Analyst (CS0-003)

    Skills you'll gain: Cyber Threat Intelligence, Vulnerability Assessments, Incident Response, Cybersecurity, Threat Modeling, Cyber Threat Hunting, Threat Detection, Application Security, Security Management, Intrusion Detection and Prevention, Security Controls, Malware Protection, Network Analysis

    Intermediate · Course · 3 - 6 Months

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    Johns Hopkins University

    Honors Algebra 2: Polynomials and Complex Numbers

    Skills you'll gain: Mathematical Modeling, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Algebra, Arithmetic, Graphing, Engineering Calculations

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Building Linux Servers: DHCP, DNS, and Directory Services

    Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Linux Servers, User Accounts, Virtualization, Linux Administration, Lightweight Directory Access Protocols, Network Performance Management, Virtualization and Virtual Machines, Group Policy, Server Administration, Performance Tuning, Virtual Machines, Systems Administration, Linux, Network Administration, Network Security, Security Management, Cybersecurity, Disaster Recovery, Large Language Modeling

    Intermediate · Specialization · 1 - 4 Weeks

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    Edureka

    Database Design and Operational Business Intelligence

    Skills you'll gain: Data Management, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Managing IoT Security in Networks

    Skills you'll gain: Threat Modeling, IT Security Architecture, Network Security, Internet Of Things, Identity and Access Management, Encryption, Security Engineering, Information Systems Security, Cybersecurity, Security Controls, Threat Management, Cloud Security, Vulnerability Assessments, Threat Detection, Cloud Solutions, Systems Architecture, Cryptography

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Blender 3D for Beginners: Learn to Model a Balloon Dog

    Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Creativity

    Mixed · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Built Environment Sustainability Assesment

    Skills you'll gain: Building Information Modeling, Sustainable Development, Sustainable Technologies, Sustainable Architecture, Energy and Utilities, Sustainable Business, Sustainable Design, Building Design, Community Development, Environmental Engineering, Climate Change Adaptation, Materials science, Climate Change Mitigation, Case Studies

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Large Language Models - 简体中文

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

    Beginner · Course · 1 - 4 Weeks

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

  • Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
  • Artificial Intelligence Industrial Control Systems Security: Johns Hopkins University
  • Statistical Methods and Data Analysis : O.P. Jindal Global University
  • Introduction to Generative AI - 简体中文: Google Cloud
  • TOTAL - CompTIA CySA+ Cybersecurity Analyst (CS0-003): Packt
  • Honors Algebra 2: Polynomials and Complex Numbers: Johns Hopkins University
  • Building Linux Servers: DHCP, DNS, and Directory Services: Pearson
  • Database Design and Operational Business Intelligence: Edureka
  • Managing IoT Security in Networks: LearnQuest
  • Blender 3D for Beginners: Learn to Model a Balloon Dog: Skillshare

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