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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


  • E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Embedded Software, Model Training, Data Preprocessing, Machine Learning Methods, Embedded Systems, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Data Ethics, Deep Learning, Responsible AI, Data Collection, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Model Optimization, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    756 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Business Process Engineering Part 2

    Skills you'll gain: Process Mapping, Cross-Functional Team Leadership, Business Process, Process Design, Team Management, Agile Project Management, Lean Methodologies, Innovation, Business Process Modeling, Agile Methodology, Team Performance Management, Team Building, Project Management, Business Process Improvement, Business Process Management, Process Analysis, Business Process Reengineering, Process Flow Diagrams, Lean Manufacturing, Business Systems

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Train, Tune, & Ship: End-to-End Machine Learning Engineering

    Skills you'll gain: Model Training, Fine-tuning, Model Evaluation, Model Optimization, Machine Learning Methods, Predictive Modeling, Tensorflow, Statistical Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Computer Vision, Performance Testing, Transfer Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Verification And Validation, Network Architecture, Deep Learning, Benchmarking, PyTorch (Machine Learning Library)

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Finance of Mergers and Acquisitions: Valuation and Pricing

    Skills you'll gain: Mergers & Acquisitions, Business Valuation, Private Equity, Financial Analysis, Investment Banking, Financial Modeling, Cost Benefit Analysis, Capital Markets, Bidding, Corporate Finance, Corporate Strategy, Cash Flows, Financial Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    310 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Correlation Analysis, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    497 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Startup Valuation Methods

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Excel Formulas, Finance, Financial Analysis, Investments, Private Equity, Securities (Finance), Entrepreneurship, Cash Flows, Risk Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    756 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Equations & Inequalities

    Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    648 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Programming, Data Visualization, Statistical Visualization, Statistical Software, Mathematical Modeling, Statistical Modeling, Data Analysis Software, Correlation Analysis, Descriptive Statistics, Statistical Inference

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.7K reviews

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, AI Workflows, Artificial Intelligence, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    619 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Django Foundations: Building Blogs and Social Web Apps

    Skills you'll gain: Django (Web Framework), Blogs, User Accounts, Data Sharing, Web Applications, Authentications, Full-Stack Web Development, OAuth, Javascript, Social Media, Redis, Secure Coding, Ajax, Object-Relational Mapping, Restful API, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Snowflake 전문가를 위한 BigQuery 기초

    Skills you'll gain: SQL, Identity and Access Management, Data Warehousing, Google Cloud Platform, Role-Based Access Control (RBAC), Database Design, Data Architecture, Data Sharing, Data Mapping, Database Architecture and Administration, Data Modeling, Data Import/Export, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Relational Databases (RDBMS)

    Skills you'll gain: Database Design, IBM DB2, Relational Databases, Database Systems, Database Development, Databases, Database Management, PostgreSQL, MySQL, Database Administration, Database Software, SQL, Database Management Systems, Database Architecture and Administration, Data Modeling, Data Import/Export, Data Integrity, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
    ·
    787 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Embedded Machine Learning: Edge Impulse
  • Business Process Engineering Part 2: Northeastern University
  • Train, Tune, & Ship: End-to-End Machine Learning Engineering: Coursera
  • Finance of Mergers and Acquisitions: Valuation and Pricing: University of Illinois Urbana-Champaign
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • Startup Valuation Methods: Duke University
  • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
  • Practical Time Series Analysis: The State University of New York
  • AI for Good: DeepLearning.AI
  • Django Foundations: Building Blogs and Social Web Apps: Packt

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