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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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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Security, Data Quality, Data Transformation, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2025 EDITION

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Power BI, Statistical Reporting, Data Visualization Software, Dashboard, Pivot Tables And Charts, Microsoft Excel, Key Performance Indicators (KPIs), Data Manipulation, Business Intelligence, Cloud Services, Role-Based Access Control (RBAC), Data Integration, Data Security, Data Cleansing, Software Installation

    Intermediate · Course · 3 - 6 Months

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    Johns Hopkins University

    Ein Crashkurs in Datenwissenschaft

    Skills you'll gain: Data Science, Data Management, Organizational Effectiveness, Data Analysis, Data-Driven Decision-Making, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Model Deployment, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Gemini and Vertex AI: Building Intelligent Applications

    Skills you'll gain: Prompt Engineering, Gemini, Model Deployment, Generative AI, Google Gemini, Generative AI Agents, LLM Application, AI Workflows, Tool Calling, Multimodal Prompts, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, AI Personalization, Performance Tuning, Python Programming, Software Development Tools, Cloud Platforms

    Beginner · Course · 1 - 3 Months

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    Skillshare

    Career Skills to Become a Professional 3D Animator

    Skills you'll gain: 3D Assets, Contract Negotiation, Autodesk Maya, Entrepreneurship, Animations, Animation and Game Design, Growth Strategies, Invoicing, 3D Modeling, Stress Management, Customer Acquisition Management, Marketing Strategies, LinkedIn, Constructive Feedback, Business Planning, Visualization (Computer Graphics), Storyboarding, Target Audience, Teamwork, Collaboration

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Introduction to Wholesaling

    Skills you'll gain: Wholesaling, Target Market, Market Opportunities, Sales Management, Growth Strategies, Business Strategies, Sales Strategy, New Business Development, Operational Efficiency, Business Operations, Operations Management, Business Modeling, Marketing

    Intermediate · Course · 1 - 4 Weeks

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    Vanderbilt University

    Qualitative Methods for Quantitative People (with GenAI)

    Skills you'll gain: Large Language Modeling, Responsible AI, Decision Making, Team Management, Resource Allocation, Generative AI, Qualitative Research, Prompt Engineering, Analysis, Communication, Project Management, Data Ethics, Data-Driven Decision-Making, Data Storytelling, Data Visualization

    2.8
    Rating, 2.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Multilingualism

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Scene Detailing, Prop Creation, and Rendering

    Skills you'll gain: 3D Modeling, 3D Assets, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Architectural Design, Performance Tuning, Image Quality, Design, Aesthetics

    Intermediate · Course · 3 - 6 Months

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    DeepLearning.AI

    Large Language Models with Semantic Search

    Skills you'll gain: LLM Application, Large Language Modeling, Embeddings, Prompt Engineering, Data Processing, Big Data, Applied Machine Learning, Vector Databases

    Beginner · Project · Less Than 2 Hours

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    Simplilearn

    Introduction Course to Autoencoders, VAEs, and GANs

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Autoencoders, Deep Learning, Convolutional Neural Networks, Tensorflow, Unsupervised Learning, Dimensionality Reduction, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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

  • CompTIA Data+: Infosec
  • Microsoft Power BI - The Complete Masterclass - 2025 EDITION: Packt
  • Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
  • DevOps to MLOps Bootcamp– Build & Deploy ML Systems: Packt
  • Gemini and Vertex AI: Building Intelligent Applications: Edureka
  • Career Skills to Become a Professional 3D Animator: Skillshare
  • Introduction to Wholesaling: Coursera
  • Qualitative Methods for Quantitative People (with GenAI): Vanderbilt University
  • Applied NLP and Generative AI: Packt
  • Scene Detailing, Prop Creation, and Rendering: Packt

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