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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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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Crear un Business Model Canvas con Miro

    Skills you'll gain: Business Modeling, Telecommuting, Collaborative Software, Business Planning, Business Development, Presentations, Entrepreneurship, Brainstorming, Business Strategy, Data Visualization

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Elastic Stack Mastery with Elasticsearch & AWS

    Skills you'll gain: Cloud Deployment, DevOps, CI/CD, Application Deployment, Development Environment, Cloud Applications, Continuous Deployment, Version Control, Amazon Elastic Compute Cloud, Continuous Integration, Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, Data Mapping, NoSQL, Relational Databases, Scalability

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Agile Product Owner Level 2 – Certification & Mock Exams

    Skills you'll gain: Backlogs, Product Strategy, Agile Product Development, Stakeholder Management, Business Modeling, Forecasting, Product Planning, Release Management, Product Roadmaps, Product Management, Agile Methodology, Sprint Planning, User Story, Product Requirements, Customer Advocacy, Agile Project Management, Prioritization, Contract Management, Estimation, Business Metrics

    Intermediate · Course · 3 - 6 Months

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    Packt

    Essential Concepts of Vector Databases

    Skills you'll gain: Vector Databases, Large Language Modeling, LangChain, Embeddings, NoSQL, Database Systems, Databases, OpenAI API, Data Management, Development Environment, Unstructured Data, Real Time Data, Scalability, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Vision Transformer (ViT), Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Cloud Next Generation Firewall

    Skills you'll gain: Firewall, Network Security, Virtual Networking, Cloud Security, Threat Modeling, Cloud Management, Network Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning in the Enterprise - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Workflow Management, Enterprise Modeling, Data Pipelines, Data Preprocessing, Applied Machine Learning, Data Processing, Machine Learning, Model Evaluation, Data Management

    Intermediate · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Basic Math: Numbers and Terminology

    Skills you'll gain: Taxonomy, Deductive Reasoning, Applied Mathematics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Finalizing, Rendering & Advanced Lighting

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Image Quality, Animations, Color Theory

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Canvas de propuesta de valor con Miro

    Skills you'll gain: Value Propositions, Collaborative Software, Business Modeling, Project Design, Customer experience strategy (CX), Productivity Software, Process Development, Customer Analysis

    Beginner · Guided Project · Less Than 2 Hours

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

  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Crear un Business Model Canvas con Miro: Coursera
  • Elastic Stack Mastery with Elasticsearch & AWS: EDUCBA
  • Agile Product Owner Level 2 – Certification & Mock Exams: Packt
  • Essential Concepts of Vector Databases: Packt
  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Statistical Learning for Engineering Part 2: Northeastern University
  • Introduction to Cloud Next Generation Firewall: Google Cloud
  • Machine Learning in the Enterprise - Español: Google Cloud
  • Basic Math: Numbers and Terminology: Universitat Politècnica de València

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