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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


  • P

    Packt

    Applied Generative AI & NLP with Python

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Hugging Face, Generative AI, Model Optimization, OpenAI API, Natural Language Processing, Model Training, Large Language Modeling, Generative Model Architectures, LLM Application, Transfer Learning, Embeddings, Python Programming, Artificial Intelligence, Data Preprocessing

    Intermediate · Course · 3 - 6 Months

  • U

    University of London

    Logic and Reasoning for Computing

    Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Programming Principles, Computer Science, Critical Thinking, Computational Thinking, Business Logic, Algorithms, Mathematical Theory & Analysis, Algebra, Mathematical Modeling, Problem Solving, Strategic Communication

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    CISM Certification Preparation

    Skills you'll gain: Risk Analysis, Enterprise Risk Management (ERM), Incident Management, Incident Response, Security Controls, Cyber Risk, Risk Mitigation, Threat Management, Asset Management, Business Continuity, Security Strategy, Governance, IT Management, Risk Control, Disaster Recovery, Information Management, Security Awareness, Vendor Management, Program Evaluation, Continuous Improvement Process

    Beginner · Specialization · 3 - 6 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Computational Thinking, Problem Solving, Embeddings

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Probability & Statistics, Data Literacy, Statistical Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Applied Mathematics, Statistics, Arithmetic

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Wrangling, Data Processing, AI Personalization, Machine Learning Methods, Model Training, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Management, Data Security, Cloud Services, Security Controls, Time Series Analysis and Forecasting, Cryptography, Data Analysis, Cryptographic Protocols, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Data Management and Database Design Part 1

    Skills you'll gain: Database Design, Database Theory, Database Management, Database Development, Database Systems, Relational Databases, Databases, Database Management Systems, SQL, NoSQL, Data Modeling, Unified Modeling Language, Query Languages, Data Integrity, Data Manipulation, Performance Tuning

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Büyük Dil Modellerine Giriş

    Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Prompt Engineering Tools, Google Gemini, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Integrity, Operational Data Store, Snowflake Schema, SQL, Relational Databases, Query Languages, Data Mining, Data Quality, Data Analysis

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate Total Costs for Optimal Procurement

    Skills you'll gain: Cost Benefit Analysis, Strategic Sourcing, Procurement, Financial Modeling, Data-Driven Decision-Making, Purchasing, Operating Cost, Bidding, Business Writing, Cost Estimation, Business Correspondence, Risk Management, Cost Management, Report Writing, Strategic Decision-Making, Risk Analysis, Business Communication, Supplier Management, Financial Statement Analysis, Supply Chain Planning

    Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica del Perú

    Proyecto Final de Fundamentos de UX y requisitos de software

    Skills you'll gain: User Story, User Experience Design, Functional Requirement, System Requirements, User Experience, User Requirements Documents, Requirements Analysis, Requirements Elicitation, User Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Applied Generative AI & NLP with Python: Packt
  • Logic and Reasoning for Computing: University of London
  • CISM Certification Preparation: LearnKartS
  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Developing Secure IoT Applications: EDUCBA
  • Data Management and Database Design Part 1: Northeastern University
  • Büyük Dil Modellerine GiriÅŸ: Google Cloud
  • Data Warehousing and Integration Part 1: Northeastern University

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