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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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    H

    H2O.ai

    Getting Started with Tabular Foundation Models

    Skills you'll gain: Agentic systems, Agentic Workflows, Predictive Modeling, Predictive Analytics, Microsoft Excel, Spreadsheet Software, Data Ethics, Applied Machine Learning, AI Workflows, Business Analytics, Analytics, Responsible AI, Forecasting, Model Training, Regression Analysis, Machine Learning Methods, Data Preprocessing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Statistics with Python

    Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data Visualization, Plot (Graphics), Data Literacy, Scientific Visualization, Matplotlib, Statistical Visualization, Statistical Software, Probability & Statistics, Model Evaluation, Statistical Programming, Data-Driven Decision-Making, Statistical Analysis, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    3.4K reviews

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Deep Learning for Time Series Cookbook

    Skills you'll gain: Anomaly Detection, PyTorch (Machine Learning Library), Forecasting, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Predictive Modeling, Deep Learning, Autoencoders, Predictive Analytics, Unsupervised Learning, Applied Machine Learning, Model Training, Generative Model Architectures, Convolutional Neural Networks, Exploratory Data Analysis, Model Optimization, Artificial Neural Networks, Data Preprocessing, Model Evaluation, Data Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Web Applications for Everybody

    Skills you'll gain: Database Design, SQL, MySQL, HTML and CSS, PHP (Scripting Language), Relational Databases, JSON, Database Management, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Data Modeling, Database Application, Database Development, Debugging, Web Applications, Query Languages, Javascript

    4.7
    Rating, 4.7 out of 5 stars
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    9.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Markov Model, Embeddings, Applied Machine Learning, Dimensionality Reduction, Large Language Modeling, Text Mining, Statistical Machine Learning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Machine Learning Methods, Logistic Regression, Feature Engineering, Keras (Neural Network Library)

    4.6
    Rating, 4.6 out of 5 stars
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    6.2K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Stanford Online

    Introduction to Logic

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Problem Solving, Mathematics and Mathematical Modeling, Business Logic

    4.4
    Rating, 4.4 out of 5 stars
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    657 reviews

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Azure AI Fundamentals AI-900 Exam Prep

    Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Text Mining, Unsupervised Learning, Microsoft Azure, Data Ethics, Natural Language Processing, AI Workflows, Computer Vision, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Model Training, Regression Analysis, Artificial Intelligence, No-Code Development, AI literacy, Predictive Modeling, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Blender Interface & Core Tools Essentials

    Skills you'll gain: Workflow Management, 3D Modeling, 3D Assets, Visualization (Computer Graphics), Control Panels, Computer Graphics, File Management, Editing, Data Import/Export, Visual Design, Blended Learning, User Interface (UI)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Entrepreneurial Finance: Strategy and Innovation

    Skills you'll gain: Financial Modeling, Blockchain, FinTech, Risk Modeling, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Excel Formulas, Market Data, Emerging Technologies, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Law, Regulation, and Compliance, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Pearson

    Understanding Business Models

    Skills you'll gain: Business Modeling, Feasibility Studies, Entrepreneurship, Business Strategy, Strategic Partnership, Strategic Thinking, Marketing Channel, Business Architecture, New Business Development, Business Analysis, Revenue Management, Value Propositions, Business Operations

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Power Electronics

    Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, USB, Simulation and Simulation Software, Simulations, Engineering Documentation, Electrical Engineering, Semiconductors, Electrical Power, Engineering Design Process, Electronics, Electrical Systems, Electronic Components, Hardware Design, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, System Requirements

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    4.3K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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

  • Getting Started with Tabular Foundation Models: H2O.ai
  • Statistics with Python: University of Michigan
  • Deep Learning for Time Series Cookbook: Packt
  • Web Applications for Everybody: University of Michigan
  • Natural Language Processing: DeepLearning.AI
  • Introduction to Logic: Stanford Online
  • Microsoft Azure AI Fundamentals AI-900 Exam Prep: Microsoft
  • Blender Interface & Core Tools Essentials: Packt
  • Entrepreneurial Finance: Strategy and Innovation: Duke University
  • Understanding Business Models: Pearson

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