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I will develop data science and machine learning programs in python

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About This Gig

Machine Learning is the most growing field in the domain of Computer Science and Engineering. It is involving new algorithms to solve the new problems. It is includes several subdivisions like data preparation and exploration,data representation and transformation,data visualization and presentation and predictive analytics.
Essential Skills We Have:
  1. Skills in Python

    a) Numpy

    b) Pandas

    c) Matplotlib

    d) Seaborn

    e) Scikit-learn

    f) PyTorch
  2. Data Pre-Processing:

    a) Dealing with missing data

    b) Data imputation

    c) Handling categorical data

    d) Encoding class labels for classification problems

    e) Techniques of feature transformation

  3. Data Visualization
  4. Machine Learning
  • Logistic Regression Classifier
  • Linear Regression
  • K-nearest neighbor (KNN)
  • Decision Tree Classifier
  • Random Forest Classifier
  • Support Vector Machine Classifier
  • Neural Networks

  • We analyse the problem and apply data pre-processing to make the data usable.
  • We apply the data visualization techniques to get insights of data.
  • We apply machine learning models to predict the future value/data.