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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


  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Application Development

    Skills you'll gain: Git (Version Control System), Software Development Methodologies, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, Systems Development, Functional Requirement, Software Engineering, User Requirements Documents, Agile Software Development, Application Design, Unified Modeling Language, Software Testing, JUnit, Agile Methodology, Spring Framework, Debugging, Java, Technical Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    工程圖學 3D CAD

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Computer-Aided Design, Visualization (Computer Graphics), Computer Graphics, 3D Assets

    4.8
    Rating, 4.8 out of 5 stars
    ·
    94 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Business Model Canvas

    Skills you'll gain: Target Market, Value Propositions, Cost Control, Customer Analysis, Business Modeling, Strategic Partnership, Marketing Channel, Entrepreneurship, Business Strategy, Resource Management, Revenue Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    55 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    108 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universidade Estadual de Campinas

    Processamento Digital de Sinais - Amostragem

    Skills you'll gain: Digital Signal Processing, Digital Communications, Image Quality, Simulations, Electrical Engineering, Telecommunications, Electronics, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    211 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Oracle SQL Practice Course

    Skills you'll gain: Data Modeling, Oracle SQL Developer, Relational Databases, Database Design, Databases, SQL, Oracle Databases, Database Management, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Sciences Po

    Be entrepreneurial in Cultural Industries in the digital age

    Skills you'll gain: Entrepreneurship, Business Modeling, Promotional Strategies, Content Creation, Entrepreneurial Finance, Business Leadership, Innovation, Digital Transformation, Market Opportunities, Business Economics, Intellectual Property, Digital Media Strategy, Consumer Behaviour

    4.1
    Rating, 4.1 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Fundamentos del uso de IA generativa

    4.7
    Rating, 4.7 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings

    4.5
    Rating, 4.5 out of 5 stars
    ·
    41 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Prompt Engineering, Query Languages, Vector Databases, Data Storage, Semantic Web, Unstructured Data, Graph Theory

    4.7
    Rating, 4.7 out of 5 stars
    ·
    90 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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1…152153154…294

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

  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Application Development: Amazon
  • 工程圖學 3D CAD: National Taiwan University
  • Business Model Canvas: Coursera
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Processamento Digital de Sinais - Amostragem: Universidade Estadual de Campinas
  • Oracle SQL Practice Course: LearnQuest
  • Be entrepreneurial in Cultural Industries in the digital age: Sciences Po
  • Fundamentos del uso de IA generativa: Universidad de los Andes
  • Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs: Whizlabs

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