Data Science Classes In Latur

Data Science Training In Latur  

Syllabus

Data Science

  • Data Analytics & its Methodology
  • Fundamental of statistics
  • Data Visualization
  • Data Distribution & Correlation
  • Test of significance – Hypothesis testing, t-Test, ANOVA
  • Data Mining – Unsupervised & Supervised
  • Regression Analysis – Linear & Logistic
  • Cluster Analysis – Hierarchical & k-Means
  •  Time series Analysis
  •  Text Mining            

Data Science using Python

  • Introduction to Data Science
  • Overview on Python programming
  • Exploratory Data Analysis (EDA)
  • Data Visualization
  • Data Distribution & Correlation
  • Regression Analysis
  • Clustering – Hierarchical & K-means
  • Classification – KNN, Nave Bayes
  • Decision Tree, Random Forest
  • Text Mining, WordCloud
  • Dimension Reduction, Association Rules
  • Forecasting / Time Series    

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