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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


  • Status: Preview
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    U

    Universidade de São Paulo

    Econometria Básica Aplicada

    Skills you'll gain: Econometrics, Statistical Inference, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Economics, Statistical Analysis, Correlation Analysis, Probability & Statistics, Time Series Analysis and Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    171 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI Apps: Transform Your Work

    Skills you'll gain: Google Gemini, Google Workspace, Generative AI, Productivity Software, Prompt Engineering, Google Cloud Platform, Workflow Management, Enterprise Security, Cloud Security, Large Language Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    63 reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    Tecnológico de Monterrey

    1.- El Cálculo - Modelo Lineal

    Skills you'll gain: Arithmetic, Mathematics Education, Mathematical Modeling, Education Software and Technology, Calculus, Applied Mathematics, Mathematical Theory & Analysis, Algebra, Graphing

    4.8
    Rating, 4.8 out of 5 stars
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    1K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Processing, Statistical Modeling, Data Transformation, Data Analysis, Python Programming, Applied Machine Learning, Supervised Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    372 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Advancing Dairy Management with Artificial Intelligence

    Skills you'll gain: Predictive Analytics, Machine Learning, Supervised Learning, Data-Driven Decision-Making, Data Management, Unsupervised Learning, Data Collection, Data Analysis, Nutritional Assessment, Internet Of Things, Artificial Intelligence, Emerging Technologies, Health Assessment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Fundamentals of AI Agents Using RAG and LangChain

    Skills you'll gain: Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    174 reviews

    Intermediate · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    服務模式的體驗、設計與創新:從痛點到賣點 (Experience, Design, and Innovation of Service Models: from Pain Points to Selling Points)

    Skills you'll gain: Revenue Management, Service Design, Customer experience improvement, Financial Services, Innovation, Economics, Product Design, Case Studies, Platform As A Service (PaaS), Business Modeling, Business Strategy, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
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    151 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Pennsylvania

    Calculus: Single Variable Part 4 - Applications

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability & Statistics, Geometry, Probability, Advanced Mathematics, Torque (Physics), Statistics, Mechanics, Mathematical Modeling, Physics

    4.9
    Rating, 4.9 out of 5 stars
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    280 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Data Analytics and Deep Learning

    Skills you'll gain: Big Data, Machine Learning Algorithms, NoSQL, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Apache Hadoop, Exploratory Data Analysis, Apache Kafka, Apache Spark, Generative AI, Data Cleansing, Analytics, Real Time Data, Apache Cassandra, Artificial Neural Networks, Keras (Neural Network Library), PyTorch (Machine Learning Library), Machine Learning

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, IBM Cloud, Machine Learning, Predictive Modeling, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Computer Vision, Data Science, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    90 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Developing the SIR Model

    Skills you'll gain: Epidemiology, Infectious Diseases, Mathematical Modeling, Public Health, R Programming, Differential Equations

    4.8
    Rating, 4.8 out of 5 stars
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    273 reviews

    Intermediate · Course · 1 - 4 Weeks

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    É

    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Hydraulics, Environmental Engineering, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Chemical and Biomedical Engineering, Simulation and Simulation Software, Applied Mathematics, Biomedical Engineering, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    733 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Econometria Básica Aplicada: Universidade de São Paulo
  • Gen AI Apps: Transform Your Work: Google Cloud
  • 1.- El Cálculo - Modelo Lineal: Tecnológico de Monterrey
  • NLP: Twitter Sentiment Analysis: Coursera
  • Advancing Dairy Management with Artificial Intelligence: University of Illinois Urbana-Champaign
  • Fundamentals of AI Agents Using RAG and LangChain: IBM
  • 服務模式的體驗、設計與創新:從痛點到賣點 (Experience, Design, and Innovation of Service Models: from Pain Points to Selling Points): National Taiwan University
  • Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
  • Data Analytics and Deep Learning: Illinois Tech
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM

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