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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


  • M

    MathWorks

    Data Science Companion

    Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms

    ★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Preprocessing Unstructured Data for LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)

    ★ 4.3 (15) · Beginner · Project · Less Than 2 Hours

  • E

    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Google Gemini, Generative AI Agents, OpenAI API, Responsible AI, Content Creation, Large Language Modeling, Hugging Face

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

  • G

    Google

    Fast-Track Data Analysis and Presentations

    Skills you'll gain: Prompt Patterns, Prompt Engineering, Responsible AI, Data Presentation, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Generative AI, Data Analysis, Analytical Skills

    ★ 4.9 (17) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional de Colombia

    Patentes: un recorrido desde su significado hasta su búsqueda

    Skills you'll gain: Intellectual Property, Competitive Intelligence, Keyword Research, Statistical Analysis, Intelligence Collection and Analysis, Analysis, Legal Research, Innovation, Regulation and Legal Compliance, Law, Regulation, and Compliance, Regulatory Compliance, Databases

    ★ 4.9 (40) · Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Design Strategies for Maximizing Total Data Quality

    Skills you'll gain: Data Quality, Data Integrity, Data Validation, Data Collection, Data Processing, Data Preprocessing, Data Analysis, Verification And Validation, Data Access, Design Strategies

    ★ 5 (8) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures

    ★ 4.9 (9) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    ★ 4.3 (7) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Alternative Investments as We Age: Dive into Your Portfolio

    Skills you'll gain: Portfolio Management, Investments, Portfolio Risk, Risk Modeling, Asset Management, Wealth Management, Return On Investment, Commercial Real Estate, Risk Management, Financial Market, Market Liquidity, Financial Modeling, Financial Industry Regulatory Authorities, Blockchain, Case Studies

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Natural Language Processing - Transformers with Hugging Face

    Skills you'll gain: Hugging Face, Large Language Modeling, Transfer Learning, Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Fine-tuning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Decoding AI: A Deep Dive into AI Models and Predictions

    Skills you'll gain: Generative AI, Model Evaluation, AI literacy, Data Ethics, Data Analysis, Model Training, Responsible AI, Data Literacy, Discussion Facilitation, Artificial Intelligence, Big Data, Predictive Modeling, Machine Learning, Social Impact

    ★ 4.8 (26) · Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    NVIDIA: Fundamentals of NLP and Transformers

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Generative AI, Large Language Modeling, Token Optimization, Embeddings, Generative Model Architectures, Data Pipelines, Data Preprocessing, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning, Model Evaluation

    ★ 4.8 (8) · Intermediate · Course · 1 - 4 Weeks

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

  • Data Science Companion: MathWorks
  • Preprocessing Unstructured Data for LLM Applications: DeepLearning.AI
  • Generative AI Applications and Popular Tools: Edureka
  • Fast-Track Data Analysis and Presentations: Google
  • Patentes: un recorrido desde su significado hasta su búsqueda: Universidad Nacional de Colombia
  • Design Strategies for Maximizing Total Data Quality: University of Michigan
  • Selecting the Right LLM with Hugging Face: Coursera
  • Deep Learning with Real-World Projects: Packt
  • Alternative Investments as We Age: Dive into Your Portfolio: University of Illinois Urbana-Champaign
  • Natural Language Processing - Transformers with Hugging Face: Packt

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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