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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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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building Modular Monoliths with .NET 8

    Skills you'll gain: Microservices, .NET Framework, Software Design Patterns, Software Design, Object-Relational Mapping, ASP.NET, Software Architecture, C# (Programming Language), Enterprise Architecture, Maintainability, Docker (Software), Database Systems, Business Logic, Development Environment

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    International Communication and East Asian Affairs (3)

    Skills you'll gain: Journalism, Large Language Modeling, Media and Communications, AI Security, Electronic Media, Storytelling, Responsible AI, International Relations, digital literacy, Writing, Natural Language Processing, Digital Communications

    Beginner · Course · 1 - 3 Months

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    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Securing the IoT Landscape: From Inception to Architecture

    Skills you'll gain: Threat Modeling, Incident Response, Identity and Access Management, Security Engineering, Penetration Testing, Infrastructure Security, Internet Of Things, Information Systems Security, Cybersecurity, Cloud Security, Vulnerability Management, Security Controls, Network Security, Continuous Monitoring, Cloud Deployment, Cloud Computing, Cloud Computing Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Generative AI, LLMs, and Advanced Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Generative AI, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Prompt Engineering, Application Programming Interface (API), Transfer Learning, Machine Learning Algorithms, Data Preprocessing, Model Evaluation

    Advanced · Course · 1 - 3 Months

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    Universidad de los Andes

    Datos no tradicionales en repositorios NoSQL

    Skills you'll gain: NoSQL, MongoDB, Distributed Computing, Database Systems, Scalability, Big Data, Databases, Database Design, Software Architecture, Systems Architecture, Data Storage Technologies, Data Modeling, Relational Databases, Unstructured Data, Graph Theory

    Beginner · Course · 1 - 4 Weeks

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    Alfaisal University | KLD

    نماذج الاستراتيجيات والمؤسسات

    Skills you'll gain: Game Theory, Strategic Decision-Making, Customer Analysis, Target Market, Business Strategy, Strategic Planning, Organizational Strategy, Business Modeling, Competitive Analysis, Market Analysis

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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Security, Data Quality, Data Transformation, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • Building Modular Monoliths with .NET 8: Packt
  • International Communication and East Asian Affairs (3): National Taiwan University
  • Programming Generative AI: Unit 1: Pearson
  • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
  • Modern Natural Language Processing: Packt
  • Generative AI, LLMs, and Advanced Applications with Python: Packt
  • Datos no tradicionales en repositorios NoSQL: Universidad de los Andes
  • نماذج الاستراتيجيات والمؤسسات: Alfaisal University | KLD

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