Machine Learning Simplified

Machine Learning Simplified

By Priyanka SharmaEducation
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Machine Learning Simplified episodes

  • Collaboration

    Hi

    So if anyone wants to collaborate, I will be glad to offer my assistant. 

    Reach me out

    Instagram machinemantra

    YouTube Channel: Machine Learning by Priyanka Sharma

    1 min
  • R and Python Comparison

    The episode discusses why R and Python are really popular languages in the Data Science community. The similarity and differences between the two languages in an elaborate manner.


    9 min
  • Feature Engineering in Machine Learning

    The episode discusses what is feature engineering in Machine Learning, what are various techniques used in Machine Learning like Imputation, Scaling, One hot encoding, and much more.

    Website: https://machinemantra.in/

    YouTube: https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw?view_as=subscriber

    9 min
  • Regression Metrics in Machine Learning

    This episode discusses various types of Regression Metrics in Machine Learning. Most common Regression metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE), RMSE, R squared, and Adjusted R squared regression metrics. There is further a little discussion upon which Regression Metric to use for evaluating the Regression Problems, pros and cons of the above-mentioned Metrics.

    YouTube:https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw?view_as=subscriber

    Website: https://machinemantra.in/


    8 min
  • Classification Metrics in Machine Learning

    This episode discusses what is a Machine Learning Metric, various types of Metrics. Going further in detail of Classification Metrics like Accuracy, ROC, Log loss, Confusion Matrix, and Classification report.

    Website:https://machinemantra.in/

    YouTube Channel: https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw?view_as=subscriber

    9 min
  • Unsupervised Machine Learning Algorithms

    This Episode discusses various unsupervised Machine Learning Algorithms like Clustering and Dimensionality Reduction Algorithms. 

    Various Applications of Clustering and Dimensionality Reduction (PCA) algorithms.


    Website:

    https://machinemantra.in/

    YouTube videos for a better understanding of the Algorithms:

    https://www.youtube.com/playlist?list=PLrtwkWhbtH49O-7f6K3ymy-lf7-pqXKJX

     

    7 min
  • Supervised Machine Learning Algorithms

    The episode discusses various Supervised Machine Learning Algorithms like Classification Algorithms and Regression Algorithms.

    This will give a basic idea and working knowledge about the different supervised Machine Learning Algorithms.


    For more Details:

    https://machinemantra.in/

    YouTube for more understanding of Algorithms:

    https://www.youtube.com/playlist?list=PLrtwkWhbtH49O-7f6K3ymy-lf7-pqXKJX

     

    11 min
  • Data Types in Machine Learning

    The episode discusses various data types in Machine Learning, the significance of Data types, and why one should bother to know the data types at all.

    Data types like numeric, categorical, ordinal, time-series, text are discussed with the help of examples.

    Website:

    https://machinemantra.in/

    YouTube Channel:

    https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw



    7 min

About Machine Learning Simplified

From the publisher's feed

This Podcast is created for those who are taking their first step in Machine Learning, those of you who want to brush up the concepts of Machine Learning, learn in a very simple, easy, and interesting manner.