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Course content

About Statistical Modelling Training Program

  • Overview of statistical models and their applications
  • Understanding the role of data in modelling
  • Types of models: deterministic vs. probabilistic
  • Key concepts: parameters, estimators, variables
  • Simple and multiple linear regression analysis
  • Model assumptions and diagnostics
  • Parameter estimation (Ordinary Least Squares - OLS)
  • Hypothesis testing: t-tests, F-tests, and confidence intervals
  • Introduction to GLMs: logistic regression, Poisson regression
  • Link functions and error distributions
  • Maximum Likelihood Estimation (MLE)
  • Model interpretation and goodness of fit (AIC, BIC)
  • Concepts of time series data and stochastic processes
  • ARIMA (Auto-Regressive Integrated Moving Average) models
  • Seasonal decomposition of time series (STL)
  • Forecasting and evaluation of models
  • Polynomial regression and spline models
  • Understanding non-linear relationships
  • Introduction to machine learning-based models (decision trees, random forests)
  • Model comparison and validation techniques
  • Cross-validation techniques (K-fold, leave-one-out)
  • Overfitting and underfitting in statistical models
  • Model selection criteria (AIC, BIC, R-squared, adjusted R-squared)
  • Regularization techniques: Ridge and Lasso regression
  • Principal Component Analysis (PCA) and factor analysis
  • Canonical correlation analysis
  • Cluster analysis and classification models
  • Applications in finance, economics, and social sciences
  • Why Should You Learn Statistical Modelling Training Program Training?

    The annual salary of an Statistical Modelling Training Program is $125k.

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    What you will get at Zeblearnindia Learning?

    Zeblearnindia Learning is your one-stop institute to learn SAP Online Training Courses, Web Designing, Data Science, Fullstack Developer, Salesforce, Workday, Machine Learning, software testing and video editing. With the flexibility of choosing between online and classroom (offline) modes of learning, our comprehensive courses have been specifically designed for students, working professionals, businessmen and entrepreneurs. Here’s what you’ll get at Zeblearnindia Learning:

    •   Expert-Led Training
    •   Globally Recognized Certifications
    •   100% Job Placement Support
    •   Hands-On Learning
    •   Flexible Learning Options
    •   Affordable Course Fees
    •   Career Growth Opportunities
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    TRAINING FEATURES

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    Instructor-led Sessions

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    Real-life Case Studies

    Case studies based on top industry frameworks help you to relate your learning with real-time based industry solutions.

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    Assignment

    Adding the scope of improvement and fostering the analytical abilities and skills through the perfect piece of academic work.

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    Lifetime Access

    Get Unlimited access of the course throughout the life providing the freedom to learn at your own pace.

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    24 x 7 Expert Support

    With no limits to learn and in-depth vision from all-time available support to resolve all your queries related to the course.

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    Certification

    The most traditional way to learn with increased visibility,monitoring and control over learners with ease to learn at any time from internet.

    We're Here to Help!

    For any queries, feedback, or assistance, reach out to ZebLearn Learner Support.

    Phone Support

    For voice calls, please use the number below:

    +91 7277877778
    WhatsApp Support

    For calls and chat via WhatsApp, use the number below:

    +91 8506888288
    Track Week Days Course Duration Fast Track
    Week Days 40-45 Days 2 Hrs. Per Day Online
    Course Duration 7 Weekends 3 Hrs. Per Day Online
    Fast Track 8 Days 6+ Hrs. Per Day Online

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    (12 March ) 60 Minutes WEBINAR with CERTIFICATE

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    Students Reviews

    Read genuine student reviews on ZebLearn’s expert-led SAP training and foreign language courses. Hear success stories from learners who gained certifications, skills, and career growth!

    Ravi Kumar
    Data Scientist
    The Statistical Modelling course from Zeblearn India was outstanding. The in-depth training on various statistical techniques and modeling approaches has greatly enhanced my ability to analyze complex datasets and make data-driven decisions.
    Meena Nair
    Quantitative Analyst
    Zeblearn Indias Statistical Modelling course provided a comprehensive understanding of advanced statistical methods. The hands-on approach and practical exercises were instrumental in developing my skills in predictive and explanatory modeling.
    Amit Patel
    Research Analyst
    The Statistical Modelling course at Zeblearn India was highly beneficial. The courses detailed coverage of regression analysis, time series, and hypothesis testing has significantly improved my analytical capabilities and research quality.
    Sneha Sharma
    Business Analyst
    Zeblearn Indias Statistical Modelling training was exceptional. The practical insights and techniques provided have greatly enhanced my proficiency in building accurate statistical models and interpreting data effectively.
    Karan Singh
    Data Analyst
    The Statistical Modelling course from Zeblearn India was incredibly valuable. The expert-led sessions on various modeling techniques and statistical tools have empowered me to tackle complex data problems with confidence and precision.

    Statistical Modelling Training Program - Flexible batches for you

    Date Type Schedule Time
    SOLD OUT 12 March 2025 Weekend SAT - SUN (08 Week) 18:00 To 20:00
    Filling Img 17 March 2025 Weekday MON - FRI (08 Week) 08:00 To 10:00
    22 March 2025 Weekend MON - FRI (08 Week) 10:00 To 00:00

    Price  1,20,000

    Now  95,000

    Enroll Now, Pay Later

    Explore Our Courses Across India - Flexible batches

    We are proud to offer our Statistical Modelling Training Program services across numerous states nationwide.

    Explore Our Statistical Modelling Training Program Courses Across The World

    We are proud to offer our Statistical Modelling Training Program services across numerous countries worldwide.

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