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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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    EDUCBA

    Build & Analyze Financial Models: Twitter Case Study

    Skills you'll gain: Financial Modeling, Business Valuation, Revenue Forecasting, Working Capital, Cash Flows, Financial Statement Analysis, Financial Analysis, Financial Data, Financial Forecasting, Business Modeling, Balance Sheet, Capital Expenditure, Corporate Finance, Cash Flow Forecasting, Income Statement

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Security and Auditing in Ethereum

    Skills you'll gain: Secure Coding, Penetration Testing, Security Testing, Application Security, Cyber Security Assessment, Payment Systems, Continuous Monitoring, Blockchain, Incident Response, Vulnerability Scanning, Code Review, Data Validation

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    Rating, 4.8 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Feature Engineering 日本語版

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

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Artificial Intelligence Industrial Control Systems Security

    Skills you'll gain: Large Language Modeling, AI Security, Network Security, Responsible AI, Cybersecurity, Infrastructure Security, Information Systems Security, Threat Modeling, Firewall, Network Protocols, Data Ethics, Internet Of Things, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Probability Distribution, Probability, Statistical Modeling, Exploratory Data Analysis, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Statistical Visualization, Correlation Analysis, Reliability

    Mixed · Course · 1 - 3 Months

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    Packt

    Qlik Sense - Advanced

    Skills you'll gain: Spatial Analysis, Geographic Information Systems, Scripting, Geospatial Mapping, Dashboard, Data Visualization Software, Data Processing, Interactive Data Visualization, Data Manipulation, Cascading Style Sheets (CSS)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Data Presentation, Cloud Engineering, Data Architecture, Data Infrastructure, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Process Optimization, Data Modeling, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Risk Management, Credit Risk, International Finance, Financial Market, Portfolio Management, Financial Modeling, Finance, Market Dynamics, Business Mathematics

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Integrating 3D Plants into Unreal Engine 5

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Computer Graphics, Virtual Environment, Animation and Game Design, Visualization (Computer Graphics), Animations, Data Import/Export, File Management

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    의료 서비스를 위한 시스템공학의 기초

    Skills you'll gain: Health Systems, Health Technology, Medical Devices, Healthcare Industry Knowledge, Systems Analysis, Enterprise Architecture, Systems Integration, Concept Of Operations, System Requirements, Requirements Analysis

    Mixed · Course · 1 - 4 Weeks

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    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, Prompt Engineering, AI Workflows, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms

    Intermediate · Course · 1 - 3 Months

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

  • Build & Analyze Financial Models: Twitter Case Study: EDUCBA
  • Security and Auditing in Ethereum: EDUCBA
  • Feature Engineering 日本語版: Google Cloud
  • Artificial Intelligence Industrial Control Systems Security: Johns Hopkins University
  • Engineering Probability and Statistics Part 1: Northeastern University
  • Qlik Sense - Advanced: Packt
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
  • Forward Contracts: Analyze, Apply & Hedge: EDUCBA
  • Integrating 3D Plants into Unreal Engine 5: Packt
  • 의료 서비스를 위한 시스템공학의 기초: Johns Hopkins University

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