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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

    Macquarie University

    Generative AI for Educators: AI Literacy & Prompting Skills

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Education Software and Technology, Artificial Intelligence, AI Personalization, Education and Training, Educational Materials, AI Integrations, Digital pedagogy, Teaching, Model Evaluation, Critical Thinking, Data Ethics, Instructional and Curriculum Design, Technology Strategies, Information Technology, Higher Education, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Statistical Methods, Regression Analysis, Statistics, Statistical Analysis, Time Series Analysis and Forecasting, Statistical Programming, Probability & Statistics, R (Software), R Programming, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Logistic Regression, Data Storytelling, Power BI, Data Presentation, Forecasting

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Gen AI - RAG Application Development using LlamaIndex

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Tool Calling, Generative AI Agents, Prompt Engineering Tools, Embeddings, Agentic systems, Application Development, Query Languages, Data Pipelines, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • 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

  • N

    Northeastern University

    Data Management and Database Design Part 1

    Skills you'll gain: Database Design, Database Theory, Database Management, Database Development, Database Systems, Relational Databases, Databases, Database Management Systems, SQL, NoSQL, Data Modeling, Unified Modeling Language, Query Languages, Data Integrity, Data Manipulation, Performance Tuning

    Mixed · 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

    Edureka

    Data Wrangling with MongoDB

    Skills you'll gain: MongoDB, NoSQL, Database Management, Data Maintenance, Database Management Systems, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Query Languages, Analytics, Data Processing, Data Manipulation, Scalability, Disaster Recovery

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Design and Render a 3D Urban Duplex in SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Architectural Design, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Advanced Cybersecurity Topics

    Skills you'll gain: MITRE ATT&CK Framework, Metasploit, Penetration Testing, Exploit development, Exploitation techniques, Threat Modeling, Cyber Security Assessment, Cybersecurity, Operating System Administration, Operating Systems, Hardening, Computer Security, Malware Protection, Vulnerability Assessments, Security Controls, Authorization (Computing), Identity and Access Management, Memory Management, Data Persistence, Computer Architecture

    ★ 4.1 (9) · Intermediate · Course · 1 - 3 Months

  • 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

  • G

    Google Cloud

    Introduction to Large Language Models - Português Brasileiro

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

    Beginner · Course · 1 - 4 Weeks

  • 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

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

  • Generative AI for Educators: AI Literacy & Prompting Skills: Macquarie University
  • Statistical Analysis and Advanced Techniques: Microsoft
  • Gen AI - RAG Application Development using LlamaIndex: Packt
  • Developing Secure IoT Applications: EDUCBA
  • Data Management and Database Design Part 1: Northeastern University
  • Dashboarding and Funnel Analytics for Product Insights: Coursera
  • Data Wrangling with MongoDB: Edureka
  • Design and Render a 3D Urban Duplex in SketchUp: EDUCBA
  • Advanced Cybersecurity Topics: Johns Hopkins University
  • Harnessing Ollama – Create Local LLMs with Python: Packt

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