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Machine Learning in Python Bootcamp with 5 Capstone Projects | FREE

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Free Certification Course Title: Machine Learning in Python Bootcamp with 5 Capstone Projects

Master Machine Learning Algorithms and Models in Python with hands-on Projects in Data Science. Code workbooks included.

Machine Learning in Python Bootcamp with 5 Capstone Projects

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What you’ll learn:

  • Theory and practical implementation of linear regression using sklearn
  • Theory and practical implementation of logistic regression using sklearn
  • Feature selection using RFECV
  • Data transformation with linear and logistic regression.
  • Evaluation metrics to analyze the performance of models
  • Industry relevance of linear and logistic regression
  • Mathematics behind KNN, SVM and Naive Bayes algorithms
  • Implementation of KNN, SVM and Naive Bayes using sklearn
  • Attribute selection methods- Gini Index and Entropy
  • Mathematics behind Decision trees and random forest
  • Boosting algorithms:- Adaboost, Gradient Boosting and XgBoost
  • Different Algorithms for Clustering
  • Different methods to deal with imbalanced data
  • Correlation Filtering
  • Variance Filtering
  • PCA & LDA
  • Content and Collaborative based filtering
  • Singular Value Decomposition
  • Different algorithms used for Time Series forecasting

Requirements:

  • To make sense out of this course, you should be well aware of linear algebra, calculus, statistics, probability and python programming language.

Who this course is for:

  • Anyone who has already started their data science journey and now wanting to master machine learning.
  • This course is for machine learning beginners as well as intermediates.
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Description:

Crazy about Data science and Machine learning?

This course is a perfect fit for you.

This course will take you step by step into the world of Machine learning.

Machine learning is the study of computer algorithms that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.

Machine learning is actively being used today, perhaps in many more places than one world expect.

It contains a lot of topics and this course will cover all step by step.

this course will give you theoretical as well as practical knowledge of machine learning.

This course is fun as well as exciting.

This course includes:

  • 24.5 hours on-demand video
  • 97 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion
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How to Subscribe for Machine Learning in Python Bootcamp with 5 Capstone Projects?

  1. Sign Up on Udemy.com
  2. Subscribe Here(Machine Learning in Python Bootcamp with 5 Capstone Projects): Click Here

Apply Coupon Code: FREECOUPON

**Note: Free coupon/offer may expire soon.**

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