Jump to content
One on One Extensive Advanced Excel Training ×
Business Intelligence & Analytics for Digital Transformation
One on One Extensive Advanced Excel Training

Saurabh Jain

Administrators
 View Profile  See their activity

  • Posts

    1,724

  • Joined

  • Last visited

  • Days Won

    61

 Content Type 

Blog Entries posted by Saurabh Jain

  2. Saurabh Jain
    These techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vendor, or whether they design proprietary tools

    The 45 data science techniques
     
    Linear Regression  Logistic Regression  Jackknife Regression * Density Estimation  Confidence Interval  Test of Hypotheses  Pattern Recognition  Clustering - (aka Unsupervised Learning) Supervised Learning  Time Series  Decision Trees  Random Numbers  Monte-Carlo Simulation  Bayesian Statistics  Naive Bayes  Principal Component Analysis - (PCA) Ensembles  Neural Networks  Support Vector Machine - (SVM) Nearest Neighbors - (k-NN) Feature Selection - (aka Variable Reduction) Indexation / Cataloguing * (Geo-) Spatial Modeling  Recommendation Engine * Search Engine * Attribution Modeling * Collaborative Filtering * Rule System  Linkage Analysis  Association Rules  Scoring Engine  Segmentation  Predictive Modeling  Graphs  Deep Learning  Game Theory  Imputation  Survival Analysis  Arbitrage  Lift Modeling  Yield Optimization Cross-Validation Model Fitting Relevancy Algorithm * Experimental Design
×
×
  • Create New...