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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


  • E

    EDUCBA

    Octave for Machine Learning: Data Analysis Mastery

    Skills you'll gain: Plot (Graphics), Scripting, Scientific Visualization, Graphing, Scripting Languages, Data Visualization Software, Scalability, Code Reusability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Matlab, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis

    Beginner · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    Embedding Models: From Architecture to Implementation

    Skills you'll gain: Embeddings, Retrieval-Augmented Generation, Model Training, Large Language Modeling, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Analyze Financial Data with Python for Decision Making

    Skills you'll gain: Analytical Skills, Analytics, Data Visualization, Scientific Visualization, Trend Analysis, Data-Driven Decision-Making, Business Analytics, Statistical Analysis, Financial Modeling, Data Storytelling, Statistical Modeling, Predictive Modeling, Python Programming, Data Wrangling

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Securing Industrial Control and Safety Instrumented Systems

    Skills you'll gain: Risk Management, Risk Management Framework, Infrastructure Security, Threat Modeling, Information Systems Security, Cyber Engineering, Security Controls, Security Engineering, Security Architecture Review, Security Requirements Analysis, Safety and Security, Cybersecurity, Cyber Security Strategy, Continuous Monitoring, Cyber Risk, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Incident Response, Industrial Design

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    데이터 과학자의 도구 상자

    Skills you'll gain: Rmarkdown, Data Science, R (Software), GitHub, Version Control, Data Analysis, Big Data, R Programming, Software Versioning, General Science and Research, Git (Version Control System), Statistical Programming, Data Quality, Statistical Reporting, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    S.P. Jain Institute of Management and Research

    Foundation of Global Supply Chains

    Skills you'll gain: Transportation, Supply Chain, and Logistics, Network Planning And Design, Transportation Management, Supplier Performance Management, Logistics, Inventory Management System, Performance Metric, Operations Research, Key Performance Indicators (KPIs), Network Model, Corporate Sustainability, Strategic Planning, Operational Performance Management, Risk Management, Coordination, Demand Planning, Cost Reduction, Microsoft Excel, Risk Mitigation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Entity Framework Core - A Full Tour

    Skills you'll gain: Stored Procedure, Object-Relational Mapping, SQL, Database Management, Relational Databases, Query Languages, .NET Framework, Databases, ASP.NET, Data Modeling, C# (Programming Language), Performance Tuning, Data Migration, Microsoft Visual Studio, Development Environment

    Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Corporate Finance for Dummies

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Capital Budgeting, International Finance, Portfolio Management, Financial Analysis, Corporate Finance, Financial Acumen, Income Statement, Financial Modeling, Business Valuation, Balance Sheet, Behavioral Economics, Finance, Risk Management, Portfolio Risk, Financial Management, Investment Management, Cash Flows, Forecasting

    Beginner · Course · 3 - 6 Months

  • P

    Pearson

    Certified Ethical Hacker (CEH): Unit 8

    Skills you'll gain: AI Security, Threat Modeling, Threat Management, LLM Application, MITRE ATT&CK Framework, LangChain, Threat Detection, Large Language Modeling, Continuous Monitoring, Event Monitoring, Security Testing, Cyber Threat Intelligence, Generative AI, Embeddings, LangGraph, Prompt Engineering, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI for Brand Visibility

    Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Campaign Planning, Marketing Collateral, Branding, Content Optimization, Search Engine Optimization, AI Workflows, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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

  • Octave for Machine Learning: Data Analysis Mastery: EDUCBA
  • Embedding Models: From Architecture to Implementation: DeepLearning.AI
  • Analyze Financial Data with Python for Decision Making: EDUCBA
  • Securing Industrial Control and Safety Instrumented Systems: Packt
  • 데이터 과학자의 도구 상자: Johns Hopkins University
  • Foundation of Global Supply Chains: S.P. Jain Institute of Management and Research
  • Entity Framework Core - A Full Tour: Packt
  • Corporate Finance for Dummies: John Wiley & Sons
  • Certified Ethical Hacker (CEH): Unit 8: Pearson
  • Auto Machine Learning (AutoML) Using AutoGluon : Coursera

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