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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.

Popular Statistical Modeling Courses and Certifications


  • D

    DeepLearning.AI

    Efficiently Serving LLMs

    Skills you'll gain: LLM Application, Token Optimization, Large Language Modeling, Model Optimization, Fine-tuning, Performance Tuning, Generative AI

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Project · Less Than 2 Hours

  • I

    IBM

    Generative AI: Transform Your Management Consulting

    Skills you'll gain: Responsible AI, Management Consulting, Business Consulting, Anthropic Claude, Process Mapping, Data Ethics, AI literacy, Google Gemini, Consulting, Process Optimization, Generative AI, Artificial Intelligence, Process Improvement and Optimization, ChatGPT, AI Workflows, Microsoft Copilot, AI Integrations, Prompt Engineering, Change Management, Quality Assurance

    Intermediate · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI Beginner Part 2 : Vector Calulus

    Skills you'll gain: Integral Calculus, Applied Mathematics, Artificial Intelligence, Calculus, Differential Equations, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Applied Information Extraction in Python

    Skills you'll gain: ChatGPT, LLM Application, Machine Learning Methods, Model Training, Python Programming, Machine Learning Algorithms, Data Manipulation

    Advanced · Course · 1 - 4 Weeks

  • P

    Pearson

    Certified Kubernetes Security Specialist (CKS)

    Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, MITRE ATT&CK Framework, Kubernetes, Role-Based Access Control (RBAC), Hardening, Incident Response, Identity and Access Management, Infrastructure Security, Network Security, DevSecOps, Cloud-Native Computing, Threat Detection, Intrusion Detection and Prevention, Public Key Infrastructure, Cloud Security, Firewall, Continuous Monitoring, Application Security, Containerization

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, Model Training, Cloud Computing, Distributed Computing, Predictive Modeling

    Intermediate · Project · Less Than 2 Hours

  • A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Business Requirements, Business Logic, Case Studies

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Training, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Designing Larger Python Programs for Data Science

    Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Data Cleansing, Software Development

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a buyer persona diagram for businesses with Creately

    Skills you'll gain: Diagram Design, Persona Development, User Accounts, Target Audience, Customer Analysis, Business Modeling, Graphic Design, Productivity Software, Market Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Semantic Kernel SDK for Intelligent Applications

    Skills you'll gain: LLM Application, OpenAI API, Large Language Modeling, Tool Calling, Generative AI Agents, Retrieval-Augmented Generation, AI Integrations, OpenAI, Microsoft Azure, AI Orchestration, Microsoft Development Tools, Development Environment, Microsoft Visual Studio, Software Development Tools, Full-Stack Web Development

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Fine-tuning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Data Cleansing, Data Processing, Classification Algorithms, Applied Machine Learning, Real Time Data, Deep Learning, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

1…370371372…453

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

  • Efficiently Serving LLMs: DeepLearning.AI
  • Generative AI: Transform Your Management Consulting: IBM
  • Math for AI Beginner Part 2 : Vector Calulus: Korea Advanced Institute of Science and Technology(KAIST)
  • Applied Information Extraction in Python: University of Michigan
  • Certified Kubernetes Security Specialist (CKS): Pearson
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
  • Foundations of Generative AI Models: Simplilearn
  • Designing Larger Python Programs for Data Science: Duke University
  • Create a buyer persona diagram for businesses with Creately: Coursera

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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