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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

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, AI Integrations, Data Access, Data Warehousing, Embeddings, SQL

    ★ 4.8 (269) · Beginner · Professional Certificate · 1 - 3 Months

  • D

    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Model Optimization, Machine Learning Methods, Applied Mathematics, Calculus, Applied Machine Learning, Numerical Analysis, Mathematical Modeling, Machine Learning, Data Visualization, Python Programming, Artificial Neural Networks, Deep Learning, Computer Programming, Derivatives

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

  • P

    Packt

    Power BI Foundations and Solution Architecture

    Skills you'll gain: Power Platform Architecture & Technical Design, Power BI, Solution Architecture, Data Architecture, Microsoft Azure, Data Modeling, Data Store, Data Mart, Business Intelligence, Data Sharing, Dashboard, Data Integration, Dataflow, Data Storage, Data Analysis, AI Product Strategy, Data Quality, Python Programming

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Principles of fMRI 1

    Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Radiology, Statistical Methods, Data Analysis, Research Design, Image Analysis, Laboratory Research, Neurology, Hemodynamics, Data Preprocessing, Regression Analysis, Science and Research, Statistical Analysis, Statistical Modeling, Spatial Analysis, Time Series Analysis and Forecasting, Research Methodologies, Statistical Inference, Statistics

    ★ 4.7 (850) · Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Fundamentos de Mecánica para Ingeniería

    Skills you'll gain: Systems Of Measurement, Mechanics, Physics, Differential Equations, Engineering Calculations, Engineering Analysis, Calculus, Engineering, Physical Science, Linear Algebra, Mathematical Modeling, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Cybersecurity in modern organizations

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

    ★ 4.6 (1.2K) · Intermediate · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, AI Workflows, Artificial Intelligence, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    ★ 4.7 (619) · Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    BigQuery: Conceptos básicos para profesionales de Snowflake

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

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Microsoft Certified Azure AI Engineer Associate AI-102

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Generative AI, Microsoft Azure, LLM Application, Artificial Intelligence, AI Orchestration, Agentic Workflows, OpenAI, OpenAI API, AI Workflows, Natural Language Processing, Microsoft Development Tools, Computer Vision, AI Integrations, Image Analysis, Agentic systems, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • M

    Macquarie University

    Analysing: Numeric and digital literacies

    Skills you'll gain: Governance, Data Presentation, Management Accounting, Data Storytelling, Budgeting, Marketing Analytics, Capital Budgeting, Financial Modeling, Financial Data, Data Ethics, SAS (Software), Business Analytics, Financial Management, Customer Analysis, Customer Insights, Digital Media Strategy, Corporate Finance, Business Valuation, Financial Analysis, Data Visualization

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

  • M

    Macquarie University

    Marketing analytics: Know your customers

    Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Insights, Digital Media Strategy, Data-Driven Marketing, Marketing Effectiveness, Digital Marketing, Customer Data Management, Digital Analysis, Marketing Strategies, Social Media Marketing, Customer Engagement, Customer experience strategy (CX), Predictive Analytics, Analytics, Data Analysis Software, Consumer Behaviour, Big Data, Data Integration, Data Analysis

    ★ 4.7 (462) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Salesforce CRM Administration Handbook

    Skills you'll gain: Salesforce, Data Management, Customer Relationship Management (CRM) Software, Systems Administration, Customer Relationship Management, Administration, Dashboard, Management Reporting, Business Reporting, Enterprise Application Management, User Provisioning, User Accounts, Business Software, Data Modeling, Workflow Management, Data Import/Export, Client Support, Role-Based Access Control (RBAC), Multi-Tenant Cloud Environments, Process Development

    Beginner · Course · 3 - 6 Months

1…686970…359

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

  • Snowflake Generative AI: Snowflake
  • Calculus for Machine Learning and Data Science: DeepLearning.AI
  • Power BI Foundations and Solution Architecture: Packt
  • Principles of fMRI 1: Johns Hopkins University
  • Fundamentos de Mecánica para Ingeniería: Universitat Politècnica de València
  • Cybersecurity in modern organizations: Coursera
  • AI for Good: DeepLearning.AI
  • BigQuery: Conceptos básicos para profesionales de Snowflake: Google Cloud
  • Microsoft Certified Azure AI Engineer Associate AI-102: Packt
  • Analysing: Numeric and digital literacies: Macquarie University

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