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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


  • J

    Johns Hopkins University

    Generative AI and Symbolic Reasoning

    Skills you'll gain: Generative AI, Large Language Modeling, Responsible AI, Generative Model Architectures, ChatGPT, AI literacy, Artificial Intelligence, LLM Application, Data Ethics, AI Integrations, AI Security, Fine-tuning, Computational Logic

    ★ 4.9 (11) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Put It All Together: Prepare for a Cloud Security Analyst Job

    Skills you'll gain: Generative AI, Large Language Modeling, Google Cloud Platform, Cybersecurity, Cloud Security, Artificial Intelligence

    ★ 4.9 (62) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Blender to Unreal Engine - Become a Dungeon Prop Artist

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Video Game Development, Animation and Game Design, UI Components, Model Optimization, File Management, Virtual Environment, Animations, Game Design, Data Import/Export, User Interface (UI), Image Quality, Performance Tuning

    ★ 4.4 (40) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Scientific Visualization, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Model Training, Statistical Methods, Supervised Learning, Model Evaluation, Machine Learning, Python Programming

    ★ 4.6 (67) · Beginner · Guided Project · Less Than 2 Hours

  • A

    AI Business School

    AI for Management & Management support

    Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, AI Workflows, Prompt Engineering Tools, Generative AI, AI literacy, Sales, Sales Enablement, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, Productivity, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Ideation

    ★ 4.6 (24) · Beginner · Specialization · 1 - 3 Months

  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Convolutional Neural Networks, Supervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Artificial Intelligence, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Processing, Data Preprocessing

    ★ 3.3 (33) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Copilot for Beginners: Create a Sales Pitch Presentation

    Skills you'll gain: Sales Presentations, Microsoft Copilot, Microsoft PowerPoint, Presentations, Sales Process, Prompt Engineering, Solution Selling, Sales, Value Propositions, Product Knowledge, Storytelling, Productivity Software, Data Import/Export, Business Modeling, Generative AI

    ★ 4.8 (13) · Beginner · Guided Project · Less Than 2 Hours

  • E

    Edureka

    GitHub Copilot: The AI Pair Programmer for Coding

    Skills you'll gain: Context Engineering, Development Environment, Program Development, Prompt Engineering, Large Language Modeling

    ★ 4.2 (93) · Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Mercado de Capitais

    Skills you'll gain: Portfolio Risk, Derivatives, Portfolio Management, Risk Modeling, Financial Regulations, Investment Management, Capital Markets, Financial Systems, Securities (Finance), Financial Market, Credit Risk, Risk Management, Investments, Financial Industry Regulatory Authorities, Equities, Finance, Financial Regulation, Financial Trading, Tax, Financial Services

    ★ 4.9 (33) · Beginner · Specialization · 3 - 6 Months

  • S

    Starweaver

    IIBA® Certification of Capability in Business Analysis™ (CCBA®) Exam Prep

    Skills you'll gain: Stakeholder Communications, Stakeholder Management, Business Analysis, Requirements Management, Stakeholder Engagement, Business Requirements, People Development, Change Requests, Solution Delivery, Business Process, Business Strategies, Project Management, Business Modeling, Communication Planning, Business Process Modeling, Stakeholder Analysis, Strategic Planning, Program Evaluation, Problem Solving, Root Cause Analysis

    ★ 4.5 (10) · Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Mejores Decisiones con Business Analytics

    Skills you'll gain: Descriptive Analytics, Data Mining, Business Analytics, Data Visualization, Data Presentation, Data Compilation, Predictive Analytics, Analytics, Forecasting, Business Analysis, Predictive Modeling, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy, Decision Making

    ★ 4.7 (70) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Data-Oriented Python Programming and Debugging

    Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Code Reusability, Data Transformation, Numerical Analysis, Critical Thinking, Functional Design

    ★ 4.3 (19) · Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI and Symbolic Reasoning: Johns Hopkins University
  • Put It All Together: Prepare for a Cloud Security Analyst Job: Google Cloud
  • Blender to Unreal Engine - Become a Dungeon Prop Artist: Packt
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • AI for Management & Management support: AI Business School
  • Machine Learning and NLP Basics: Edureka
  • Copilot for Beginners: Create a Sales Pitch Presentation : Coursera
  • GitHub Copilot: The AI Pair Programmer for Coding: Edureka
  • Mercado de Capitais: Fundação Instituto de Administração
  • IIBA® Certification of Capability in Business Analysisâ„¢ (CCBA®) Exam Prep: Starweaver

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