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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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    O.P. Jindal Global University

    Statistical Methods and Data Analysis

    Skills you'll gain: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Packt

    Master ChatGPT & OpenAI APIs – Build AI Tools in Python

    Skills you'll gain: Prompt Engineering, LangChain, ChatGPT, OpenAI, Generative AI, LLM Application, Large Language Modeling, Application Programming Interface (API), Application Development, JSON, Web Applications, User Interface (UI), Javascript

    Intermediate · Course · 3 - 6 Months

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    Skillshare

    Blender for Filmmakers: Turn 2D Photos into 3D Scenes

    Skills you'll gain: Animations, 3D Assets, 3D Modeling, Motion Graphics, Visualization (Computer Graphics), Adobe After Effects, Computer Graphics, Post-Production, Image Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Complete Business Analysis Fundamentals Course

    Skills you'll gain: Business Analysis, Agile Methodology, Stakeholder Analysis, Agile Project Management, Requirements Elicitation, Business Planning, Requirements Analysis, Business Requirements, Strategic Planning, Stakeholder Management, Project Management Software, Microsoft Teams, ChatGPT

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Tensorflow, MLOps (Machine Learning Operations), Dataflow, Data Transformation, Data Processing, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Data Cleansing, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Artificial Intelligence in Wealth Management

    Skills you'll gain: Wealth Management, Responsible AI, Financial Services, FinTech, Artificial Intelligence, Financial Planning, Regulatory Compliance, Risk Modeling, Legal Risk, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Automation

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Building and Evaluating Data Agents

    Skills you'll gain: LangGraph, Interactive Data Visualization, Prompt Engineering, Generative AI Agents, LLM Application, Tool Calling, Agentic systems, Data Validation, Generative AI, Large Language Modeling

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Hardening Default GKE Cluster Configurations

    Skills you'll gain: Kubernetes, Threat Modeling, Hardening, Security Testing, Verification And Validation, Google Cloud Platform, Security Controls, Vulnerability Assessments, Cloud Computing

    Advanced · Project · Less Than 2 Hours

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    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra

    Mixed · Course · 1 - 4 Weeks

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    LearnQuest

    Fundamentals of Information System Security Architecture

    Skills you'll gain: IT Security Architecture, Information Systems Security Assessment Framework (ISSAF), Information Systems Security, Zero Trust Network Access, Risk Management Framework, Application Security, Threat Modeling, Cybersecurity, Security Management, Vulnerability Assessments, Network Security, Cyber Security Strategy, Solution Architecture, Security Controls, Data Security, Cyber Security Assessment, Cyber Risk, Enterprise Architecture, Data Integrity

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to FinTech Using R

    Skills you'll gain: Shiny (R Package), FinTech, Financial Market, Financial Planning, Financial Forecasting, Statistical Programming, Asset Management, Financial Analysis, Artificial Intelligence, Web Applications, Portfolio Management, Predictive Modeling, Time Series Analysis and Forecasting, Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Collection, Business Process, Data Modeling, Business Requirements, Supervised Learning, Machine Learning Algorithms, Data Quality, Unsupervised Learning, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

Searches related to predictive modeling

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

  • Statistical Methods and Data Analysis : O.P. Jindal Global University
  • Master ChatGPT & OpenAI APIs – Build AI Tools in Python: Packt
  • Blender for Filmmakers: Turn 2D Photos into 3D Scenes: Skillshare
  • The Complete Business Analysis Fundamentals Course: Packt
  • Feature Engineering 日本語版: Google Cloud
  • Artificial Intelligence in Wealth Management : University of Illinois Urbana-Champaign
  • Building and Evaluating Data Agents: DeepLearning.AI
  • Hardening Default GKE Cluster Configurations: Google Cloud
  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Fundamentals of Information System Security Architecture: LearnQuest

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