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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Build a DIY Multimodal Question Answering System with Vertex AI

    Skills you'll gain: Multimodal Prompts, Embeddings, Metadata Management, Image Analysis, LLM Application, Text Mining, Generative AI, Large Language Modeling, Vector Databases

    Intermediate · Project · Less Than 2 Hours

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Blender for Filmmakers: Bring Your Vision to Life

    Skills you'll gain: Post-Production, Adobe After Effects, Computer Graphics, 3D Modeling, 3D Assets, Video Editing, Animation and Game Design, Motion Graphics, File Management, Cinematography, Virtual Environment, Photo/Video Production and Technology, Video Production, Animations

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Clustering and Classification with Machine Learning in R

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis

    Beginner · Course · 1 - 3 Months

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    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Continuous Deployment, Continuous Monitoring, System Monitoring, Emerging Technologies, Process Optimization, Model Evaluation, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Extracting Value from Dark Data: ULEADD

    Skills you'll gain: Exploratory Data Analysis, Decision Making, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Data Management, Solution Design, Data Analysis, Needs Assessment, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    Practical AI and prompting for customer care professionals

    Skills you'll gain: Prompt Engineering, Generative AI, AI Personalization, Large Language Modeling, Artificial Intelligence, ChatGPT, AI Enablement, Training Programs, AI Workflows, Personalized Service, AI Product Strategy, LLM Application, Customer Service, Customer experience improvement, Self Service Technologies, Ideation, Automation, Business Transformation, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    3DS Max UV Unwrapping: Analyze, Create & Render

    Skills you'll gain: 3D Modeling, 3D Assets, Autodesk, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Image Quality

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Complete ASP.NET Core and Entity Framework Development

    Skills you'll gain: Cloud Deployment, Object-Relational Mapping, Application Frameworks, Full-Stack Web Development, Software Configuration Management, Application Design, Development Environment, Microsoft Visual Studio, User Interface (UI), Microsoft Development Tools, Application Development, Authorization (Computing), HTML and CSS, Maintainability, Data Modeling, Data Migration, Data Mapping, Business Logic, Web Servers, Debugging

    Intermediate · Specialization · 3 - 6 Months

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    Dartmouth College

    Experiments and Variations in Bipedalism

    Skills you'll gain: Anthropology, Kinesiology, Anatomy, Human Musculoskeletal System, Human Development, Exercise Science, Child Development, Obstetrics And Gynecology, Orthopedics, Biology, Experimentation, Cultural Diversity, 3D Modeling, Ancient History, Scientific Visualization

    Mixed · Course · 1 - 4 Weeks

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

  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • Attention Mechanism - Français: Google Cloud
  • Build a DIY Multimodal Question Answering System with Vertex AI: Google Cloud
  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Blender for Filmmakers: Bring Your Vision to Life: Skillshare
  • Clustering and Classification with Machine Learning in R: Packt
  • GenAI Model Development and Production Engineering: Starweaver
  • Extracting Value from Dark Data: ULEADD: Arizona State University
  • Practical AI and prompting for customer care professionals: AI Business School
  • 3DS Max UV Unwrapping: Analyze, Create & Render: EDUCBA

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