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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    ISAE-SUPAERO

    Developments of structural dynamics

    Skills you'll gain: Finite Element Methods, Structural Engineering, Vibrations, Engineering Analysis, Mathematical Modeling, Mechanical Engineering, Linear Algebra, Numerical Analysis, Control Systems, Differential Equations

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, Large Language Modeling, Model Evaluation, Generative AI, Data Ethics, Google Cloud Platform, Quality Assessment, Image Quality, Human Factors, Performance Metric

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data Manipulation, Anomaly Detection, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Simplilearn

    CBAP Certification Business Analysis Training

    Skills you'll gain: Requirements Management, Solution Design, Business Analysis, Requirements Elicitation, Stakeholder Management, Business Requirements, Stakeholder Analysis, Strategic Planning, Business Strategies, Systems Analysis, Business Process, Business Process Management, Business Intelligence, Risk Analysis, Agile Methodology, Performance Measurement

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Feature Engineering en Español

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Applied Machine Learning, Data Transformation, Keras (Neural Network Library), Data Pipelines, Data Modeling, Machine Learning, Python Programming, Statistical Methods

    4.4
    Rating, 4.4 out of 5 stars
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    37 reviews

    Intermediate · Course · 1 - 3 Months

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    Politecnico di Milano

    Learning with AI

    Skills you'll gain: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, Lifelong Learning, AI Enablement, Human Learning, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence, Student-Centred Learning, Generative AI, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

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    Howard University

    Capstone: Data Science Problem in Linear Algebra Framework

    Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 4 Weeks

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    Google

    Secure Against Network Intrusions

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Network Protocols

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Legal Risk Management

    Skills you'll gain: Legal Risk, Legal Technology, Compliance Management, Legal Strategy, Data Ethics, Responsible AI, AI Enablement, AI Workflows, Artificial Intelligence, Generative AI, Mitigation, Governance, Analysis, Innovation, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, PostgreSQL, Database Systems, User Interface (UI), Prompt Engineering, UI Components, User Interface (UI) Design, Artificial Intelligence, Cloud Computing

    3
    Rating, 3 out of 5 stars
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    8 reviews

    Beginner · Project · Less Than 2 Hours

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    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 7

    Skills you'll gain: Requirements Elicitation, Business Analysis, Business Requirements, Requirements Analysis, Business Process, Product Roadmaps, Stakeholder Analysis, Agile Methodology, Needs Assessment, Business Communication

    Beginner · Course · 1 - 4 Weeks

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    National Taiwan University

    商管統計資料分析一 (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 · Course · 1 - 3 Months

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

  • Developments of structural dynamics: ISAE-SUPAERO
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • CBAP Certification Business Analysis Training: Simplilearn
  • Feature Engineering en Español: Google Cloud
  • Learning with AI: Politecnico di Milano
  • Capstone: Data Science Problem in Linear Algebra Framework: Howard University
  • Secure Against Network Intrusions: Google
  • GenAI for Legal Risk Management: Coursera
  • Build an LLM and RAG-based Chat Application using AlloyDB and LangChain: Google Cloud

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