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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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    IBM

    Data Warehousing Capstone Project

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM Cognos Analytics, Database Design, Data Transformation, Data Mart, Star Schema, Data Modeling, MySQL, Dashboard, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, IT Automation, SQL

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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    UniversitĆ  di Napoli Federico II

    Machine Learning e Data MiningĀ in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    In core nuclear fuel management

    Skills you'll gain: Process Engineering, Chemical Engineering, Energy and Utilities, Engineering Design Process, Mechanical Engineering, Engineering Calculations, Control Systems, Cost Estimation, Mathematical Modeling, Simulation and Simulation Software, Safety Standards

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Advanced Ā· Course Ā· 1 - 3 Months

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    LearnQuest

    Data Analytics with Teradata

    Skills you'll gain: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Analysis, Business Intelligence, Data-Driven Decision-Making

    Beginner Ā· Specialization Ā· 1 - 3 Months

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    Pearson

    SQL for Any IT Professional: Unit 1

    Skills you'll gain: Database Design, SQL, Relational Databases, Databases, Database Systems, Database Management, Data Modeling, Query Languages

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals, Part 1

    Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

    Beginner Ā· Specialization Ā· 1 - 4 Weeks

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    National Taiwan University

    å•†ē®”ēµ±čØˆč³‡ę–™åˆ†ęžäø€ (Analytics for Business and Management (I))

    Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Packt

    Advanced Blender Techniques for Realistic Vegetation

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Virtual Reality, Animation and Game Design

    Intermediate Ā· Course Ā· 1 - 3 Months

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    C

    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Risk Modeling, Compliance Management, Generative AI Agents, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Continuous Monitoring

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    J

    Johns Hopkins University

    ė°ģ“ķ„° ź³¼ķ•™ģžģ˜ ė„źµ¬ ģƒģž

    Skills you'll gain: Rmarkdown, Data Science, R (Software), GitHub, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Exploratory Data Analysis, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    9 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

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

  • Data Warehousing Capstone Project:Ā IBM
  • Machine Learning e Data MiningĀ in R:Ā UniversitĆ  di Napoli Federico II
  • In core nuclear fuel management:Ā Universidad Nacional Autónoma de MĆ©xico
  • Data Analytics with Teradata:Ā LearnQuest
  • SQL for Any IT Professional: Unit 1:Ā Pearson
  • Data Science Fundamentals, Part 1:Ā Pearson
  • å•†ē®”ēµ±čØˆč³‡ę–™åˆ†ęžäø€ (Analytics for Business and Management (I)):Ā National Taiwan University
  • Programming Generative AI: Unit 1:Ā Pearson
  • Artificial Intelligence in Social Media Analytics:Ā Johns Hopkins University
  • Advanced Blender Techniques for Realistic Vegetation:Ā Packt

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