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Company Info

New York, NY, United States

Company Profile

Statistical Modelling and Research


Job ID:



Noida, IN-DL, India 


Analytics, Artificial Intelligence/ NLP Programming, Big Data Analytics, C++ #, Data Scientist, Hadoop, Informatica, Java Developer, Machine Learning

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Job Description:

    • Design & Develop complete cycle of Exploratory Data Analysis (EDA) with deep understanding on the following:
  • 1. Data Points 
    a. Variables & their analysis 
    b. Expectations and Moments 
    c. Population, Sample, and Statistics 
    d. Data Parameters 

    2. Assumptions 
    a. Hypothesis (parametric vs non-parametric) 
    b. Statistical Inference 
    c. Asymptopia & Plots 
    d. Basis Expansion and Regularization 
    e. Kernel Soothing methods

    3. Analysis 
    a. Univariate/ Bivariate/ Multivariate analysis 
    b. Dimensionality Reduction methods 
    c. Missing Values 
    d. Outlier Analysis 

    4. Feature Engineering 
    a. Feature selection 
    b. Feature extraction 
    c. Feature transformation 
    d. Feature creation 
    e. Feature learning

    5. Modeling 
    a. Resampling methods 
    b. Model Inference & Averaging 
    c. Model Assessment & Selection (Regression, Classification, Clustering, Association) 
    d. Model Tuning (baseline, splitting, fitting) 
    e. Ensemble Learning methods

    6. Concepts 
    a. Bayesian Inference 
    b. Decision Theory 
    c. Stochastic Processes 
    d. Time Series 
    e. Estimation, Prediction, and Forecasting 
    f. Probability Theory 
    g. Linear Algebra




Job Requirements:

Skills: Python, Exploratory c, Statistical Analysis, Feature Extraction, Reasearch 

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