Machine Learning Course

by GTB Computer Education Claim Listing

Machine learning is an application of Artificial Intelligence (AI). Machine learning generally means development of computer programs that can analyze results automatically from given data. The process of Machine learning is starting from observations of data.

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img Duration

2 - 2.5 Months

Course Details

Machine learning is an application of Artificial Intelligence (AI). Machine learning generally means development of computer programs that can analyze results automatically from given data. The process of Machine learning is starting from observations of data. The primary aim is to allow the computer learn automatically without human involvement and adjust the actions accordingly.

 

Topics:

Introduction to Arrays, Series, Data Frames, Diagrams and Models. Learn how to train a model to classify/predict, Test and evaluate it. Use Linear Regression, Classifications, Gradient Descent, Introduction to tensorflow.

 

Content:

  • Introduction to Linear Regression and the Data Science workflow
  • Data Science
  • Pandas & Matplotlib
  • Linear Regression
  • Scikit-Learn
  • Optimisation & Gradient Descent
  • Cost Functions
  • Derivatives, the power rule, partial derivatives
  • Gradient Descent
  • N-dimentional Arrays
  • 2D Plots and Charts
  • Mean Squared errors
  • Multivariable Linear Regression
  • Matplotlib & Seaborn
  • Baysian information creterion
  • Residuals
  • Control flow & logical Operators
  • Test & eveluate a classification model
  • False positive and False negative
  • Sci-Kit Learn
  • Recall, Precision & f-scores
  • Jalandhar Branch

    SCO 24 (First Floor), Chotti Baradari-1, Near Taj Food, Jalandhar

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