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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: Free Trial
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    M

    Microsoft

    Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

    Skills you'll gain: Responsible AI, Model Deployment, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Model Evaluation, Transfer Learning, Data Ethics, Machine Learning, Tensorflow, Data Processing, Data Pipelines, Data Transformation, Data Preprocessing, Machine Learning Software, Distributed Computing, Information Privacy, Supervised Learning, Virtual Machines

    4.2
    Rating, 4.2 out of 5 stars
    ·
    607 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Model Evaluation, Descriptive Analytics, Data Ethics, Customer Analysis, FinTech, Large Language Modeling, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Database Design, Predictive Analytics, Social Determinants Of Health, Gerontology, Biostatistics, Deep Learning, Bayesian Statistics, Digital Transformation, Exploratory Data Analysis, Social Network Analysis

    Earn a degree

    Degree · 1 - 4 Years

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    A

    AI CERTs

    AI For Healthcare Leaders

    Skills you'll gain: Responsible AI, Data Ethics, Health Care Administration, Practice Management Software, Medical Billing and Coding, Artificial Intelligence, Health Informatics, Regulatory Compliance, AI Enablement, Patient Flow, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Machine Learning, Medical Billing, Natural Language Processing, Revenue Cycle Management, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Ethics, Medical Assistance, Fraud detection, Generative AI

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    S

    SAP

    SAP Technology Consultant

    Skills you'll gain: SAP S/4HANA, System Design and Implementation, Relationship Building, ABAP RESTful Programming Model (RAP), Project Management, Test Script Development, Rapport Building, Project Implementation, Software As A Service, Enterprise Architecture, Enterprise Resource Planning, Consultative Approaches, Solution Architecture, Project Closure, Stakeholder Communications, Product Roadmaps, Test Planning, Workforce Development, Requirements Analysis, Company, Product, and Service Knowledge

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.5K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    P

    Packt

    Advanced Environment Creation and Urban Development

    Skills you'll gain: 3D Modeling, 3D Assets, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Architectural Design, Creative Design, Design Elements And Principles, Performance Tuning, Aesthetics

    Advanced · Course · 3 - 6 Months

  • Status: New
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    L

    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Tidyverse Skills for Data Science in R

    Skills you'll gain: Tidyverse (R Package), Ggplot2, Data Wrangling, Statistical Modeling, Exploratory Data Analysis, Plot (Graphics), R Programming, Data Import/Export, Predictive Modeling, Sampling (Statistics), Data Visualization, Data Visualization Software, Statistical Hypothesis Testing, Data Analysis, Data Manipulation, Data Modeling, Web Scraping, Data Science, R (Software), Data Analysis Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Machine Learning for Absolute Beginners - Level 1

    Skills you'll gain: Generative AI, Responsible AI, Large Language Modeling, Data Ethics, Machine Learning, Applied Machine Learning, Artificial Intelligence, Supervised Learning, Predictive Modeling, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Reinforcement Learning

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of London

    How to Finance and Grow Your Startup – Without VC

    Skills you'll gain: Entrepreneurial Finance, Business Modeling, Entrepreneurship, Product Development, Growth Strategies, Customer Insights, Financial Modeling, Business Strategies, Case Studies, Revenue Management, Market Dynamics, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    473 reviews

    Beginner · Course · 1 - 3 Months

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    E

    EDUCBA

    IoT Enabled Farming

    Skills you'll gain: Internet Of Things, Advanced Analytics, Big Data, Data Management, Wireless Networks, Predictive Analytics, Applied Machine Learning, Environmental Monitoring, Geospatial Information and Technology, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    ·
    237 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Procurement & Sourcing Operations

    Skills you'll gain: Request for Proposal, Request For Quotation (RFQ), Strategic Sourcing, Document Management, Supplier Management, Purchasing, Procurement, Business Writing, Cost Benefit Analysis, Vendor Management, Business Communication, Market Research, Cost Management, Risk Analysis, Spreadsheet Software, Financial Analysis, Workflow Management, Data-Driven Decision-Making, Contract Compliance, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Automate, Enhance, and No-Code Apps

    Skills you'll gain: No-Code Development, Workflow Management, Business Process Modeling, Process Mapping, Business Process, Data Integration

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • AI For Healthcare Leaders: AI CERTs
  • SAP Technology Consultant: SAP
  • Advanced Environment Creation and Urban Development: Packt
  • Build AI Agents with Practical App Design: LearnQuest
  • Tidyverse Skills for Data Science in R: Johns Hopkins University
  • Machine Learning for Absolute Beginners - Level 1: Packt
  • How to Finance and Grow Your Startup – Without VC: University of London
  • IoT Enabled Farming: EDUCBA

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