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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


  • S

    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Model Training, Decision Intelligence, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Program Managers

    Skills you'll gain: Agile Software Development, Program Management, Responsible AI, Planning, Generative AI, AI literacy, Risk Analysis, Prompt Engineering, Analytics

    ★ 4.3 (12) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Keras Deep Learning & Generative Adversarial Networks (GAN)

    Skills you'll gain: Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Model Deployment, Generative AI, Keras (Neural Network Library), NumPy, Model Optimization, Applied Machine Learning, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Deep Learning, Transfer Learning, Artificial Intelligence, Machine Learning, Data Science

    Intermediate · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Designing Information System Security Architectures

    Skills you'll gain: Threat Modeling, Incident Response, IT Security Architecture, Incident Management, Security Architecture Review, Application Security, Identity and Access Management, Security Testing, Continuous Monitoring, Information Systems Security, Network Security, Security Strategy, Systems Architecture, Security Management, Security Engineering, Zero Trust Network Access, Security Awareness, Risk Management Framework, Cybersecurity, Enterprise Architecture

    ★ 4.1 (7) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Politics and Ethics of Data Analytics in the Public Sector

    Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Administration, Public Policies, Analytics, Data Storytelling, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, Data Governance, R Programming, Applied Machine Learning

    ★ 4.8 (18) · Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Model Optimization, Data Pipelines, Dashboard Creation, Dashboard, Interactive Data Visualization, Model Training, Data Processing, Data Storage Technologies, Data Architecture, Natural Language Processing, Data Storage, Data Wrangling, Data Integration, Data Transformation, Machine Learning, Data Preprocessing, Deep Learning, Logistic Regression

    ★ 2.7 (11) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Queries with OpenAI: Translate Natural Text to SQL

    Skills you'll gain: OpenAI API, SQL, ChatGPT, Prompt Engineering, OpenAI, Pandas (Python Package), Query Languages, Natural Language Processing, Generative AI, Data Import/Export, Data Manipulation, Databases, Data Wrangling, Python Programming, Large Language Modeling, Machine Learning, Software Engineering

    ★ 4.4 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • D

    Dassault Systèmes

    xDesign Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, 3D Modeling, Engineering Design Process, Mechanical Design, Design Software, Mechanical Engineering

    ★ 4.2 (12) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Assessing and Managing Secure IoT Applications and Devices

    Skills you'll gain: Threat Modeling, IT Security Architecture, Threat Management, Network Security, Security Architecture Review, Internet Of Things, Cloud Security, Infrastructure Security, Vulnerability Management, Identity and Access Management, Encryption, Incident Response, Cybersecurity, Information Systems Security, Security Controls, Intrusion Detection and Prevention, Penetration Testing, Vulnerability Assessments, Security Testing, Threat Detection

    ★ 4.7 (11) · Intermediate · Specialization · 1 - 3 Months

  • A

    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Responsible AI, Health Technology, Data Ethics, Clinical Nursing, Nurse Education, Nursing Process, Clinical Documentation, Nursing, Nursing Practices, Artificial Intelligence, Healthcare Ethics, Basic Patient Care, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Healthcare Industry Knowledge, Generative AI Agents, Generative AI, Business, Physiology, Business Acumen

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Data Preparation and Visualization with Power BI

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Dashboard Creation, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Microsoft Excel, Performance Reporting, Report Writing, Data Cleansing, Data Sharing

    Intermediate · Course · 3 - 6 Months

  • L

    L&T EduTech

    AI Principles with Edge Computing

    Skills you'll gain: Artificial Intelligence, Internet Of Things, Unsupervised Learning, Python Programming, Machine Learning Algorithms, Deep Learning, Machine Learning, AI Integrations, Convolutional Neural Networks, Image Analysis, Artificial Neural Networks, Reinforcement Learning, Emerging Technologies, Healthcare 5.0, Data Preprocessing, Natural Language Processing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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

  • Data Science for Healthcare: SkillUp
  • GenAI for Program Managers: Coursera
  • Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
  • Designing Information System Security Architectures: LearnQuest
  • Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
  • PySpark for Data Science: Edureka
  • Queries with OpenAI: Translate Natural Text to SQL: Coursera
  • xDesign Foundations: Sketching and Extrusion: Dassault Systèmes
  • Assessing and Managing Secure IoT Applications and Devices: LearnQuest
  • AI for Health & Nursing: AI CERTs

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