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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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    AI CERTs

    AI in Finance Agent

    Skills you'll gain: Responsible AI, Agentic Workflows, Risking, Generative AI Agents, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Power BI, AI Workflows, Accounting and Finance Software, Regulatory Compliance, Automation, Financial Data, Wealth Management, Compliance Management, Generative AI, Financial Forecasting, Data Processing, Finance, Workflow Management, General Finance

    Intermediate · Course · 1 - 3 Months

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    Imperial College London

    Mathematics for Machine Learning: Multivariate Calculus

    Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
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    5.8K reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Mathematics for Engineers

    Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Engineering Calculations, Engineering Analysis, Numerical Analysis, Finite Element Methods, Integral Calculus, Mathematical Software, Mechanical Engineering, Calculus, electromagnetics, Algebra, Applied Mathematics, Mathematical Modeling, Engineering, Simulation and Simulation Software, Advanced Mathematics, Geometry, Computational Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    7.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience

    Mixed · Course · 1 - 4 Weeks

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    L&T EduTech

    BIM Fundamentals for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Engineering Documentation, Architectural Design, 3D Modeling, Facility Management, Civil Engineering, Structural Engineering, Technical Standard, HVAC, Electrical Systems, Plumbing, User Interface (UI)

    4.5
    Rating, 4.5 out of 5 stars
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    106 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Building Autonomous AI Agents

    Skills you'll gain: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Generative AI Leader

    Skills you'll gain: Google Gemini, Retrieval-Augmented Generation, Generative AI, Gemini, AI Enablement, Enterprise Security, Agentic systems, Tool Calling, Artificial Intelligence, Customer experience improvement, LLM Application, Cloud Infrastructure, Strategic Planning, Cloud Computing, Organizational Strategy, Data Governance, Innovation, Collaboration

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Building intelligent agent workflows

    Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, AI Security, API Testing, System Testing, Test Script Development, Context Management, Health Informatics, Performance Testing, Functional Testing, Business Logic

    Intermediate · Course · 1 - 4 Weeks

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    Universidad de Palermo

    Inteligencia Artificial y Ciencia de Datos para Negocios

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Multimodal Prompts, Responsible AI, Predictive Modeling, Business Transformation, Data-Driven Decision-Making, Generative AI, Business Leadership, Business Ethics, Business Analytics, AI Workflows, Organizational Change, LLM Application, Business, Artificial Intelligence, Data Science, Emerging Technologies, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    1K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, AI Product Strategy, Agentic systems, Human Resource Strategy, Scalability, Responsible AI, Solution Design, Procurement, Decision Making

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

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

  • AI in Finance Agent: AI CERTs
  • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
  • Mathematics for Engineers: The Hong Kong University of Science and Technology
  • Prompt Engineering For New Professionals: Alex Genadinik
  • BIM Fundamentals for Engineers: L&T EduTech
  • Deploy Resilient AI Microservices with LangChain: Coursera
  • Building Autonomous AI Agents: Edureka
  • Generative AI Leader: Google Cloud
  • Building intelligent agent workflows: Microsoft
  • Inteligencia Artificial y Ciencia de Datos para Negocios: Universidad de Palermo

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