Machine Learning with Python

Simpliv

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Online

£ 13 + VAT

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Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

This is the bite size course to learn Python Programming for Machine Learning and Statistical Learning. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage. You will need to know some Python programming, and you can learn Python programming from my "Create Your Calculator: Learn Python Programming Basics Fast" course. You will learn Python Programming for machine learning and you will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.I will create Applied statistics using Python for data understanding stage and advanced data visualizations for data understanding stage and includes some data processing for data preparation stage in future.

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Getting Started
Getting Started 2
Getting Started 3
Getting Started 4
Data Mining Process
Download Data set
Read Data set
Simple Linear Regression
Build Linear Regression Modela: Train and Test set
Build and Predict Linear Regression Models
KMeans Clustering
KMeans Clustering in Python
Agglomeration Clustering
Agglomeration Clustering in Python
Decision Tree ID3 ALgorithm
Decision Tree in Python
KNN Classification
KNN in Python
Naive Bayes Classification
Naive Bayes in Python
Neural Network Classification
Neural Network in Python
What Algorithm to Use?
Model Evaluation
Model Evaluation using Python for Classification
Model Evaluation using Python for Regression

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 6 years

Subjects

  • Network Training
  • Programming
  • Network
  • Data Mining
  • Evaluation

Course programme

Python 26 lectures 01:41:34 Getting Started 1 Getting Started 2 Getting Started 3 Getting Started 4 Data Mining Process Downlaod Data Set Read Data Set Simple Linear Regression Simple Linear Regression with Python Train Test Set Simple Linear Regression using Python: Train and Predict KMeans Clustering Kmeans Clustering in Python Agglomeration CLustering Agglomeration CLustering in Python Decision Tree: ID3 Decision Tree in Python KNN Classification KNN Classification in Python Naive BAyes Classification Naive Bayes in Python Neural Network Classification Neural Network CLassification in Python What Algorithm to use? Model Evaluation Model EValuation in Python: Confusion Matrix Model Evaluation: RSquare Mean Python 26 lectures 01:41:34 Getting Started 1 Getting Started 2 Getting Started 3 Getting Started 4 Data Mining Process Downlaod Data Set Read Data Set Simple Linear Regression Simple Linear Regression with Python Train Test Set Simple Linear Regression using Python: Train and Predict KMeans Clustering Kmeans Clustering in Python Agglomeration CLustering Agglomeration CLustering in Python Decision Tree: ID3 Decision Tree in Python KNN Classification KNN Classification in Python Naive BAyes Classification Naive Bayes in Python Neural Network Classification Neural Network CLassification in Python What Algorithm to use? Model Evaluation Model EValuation in Python: Confusion Matrix Model Evaluation: RSquare Mean Getting Started 1 Getting Started 1 Getting Started 1 Getting Started 1 Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 3 Getting Started 3 Getting Started 3 Getting Started 3 Getting Started 4 Getting Started 4 Getting Started 4 Getting Started 4 Data Mining Process Data Mining Process Data Mining Process Data Mining Process Downlaod Data Set Downlaod Data Set Downlaod Data Set Downlaod Data Set Read Data Set Read Data Set Read Data Set Read Data Set Simple Linear Regression Simple Linear Regression Simple Linear Regression Simple Linear Regression Simple Linear Regression with Python Train Test Set Simple Linear Regression with Python Train Test Set Simple Linear Regression with Python Train Test Set Simple Linear Regression with Python Train Test Set Simple Linear Regression using Python: Train and Predict Simple Linear Regression using Python: Train and Predict Simple Linear Regression using Python: Train and Predict Simple Linear Regression using Python: Train and Predict KMeans Clustering KMeans Clustering KMeans Clustering KMeans Clustering Kmeans Clustering in Python Kmeans Clustering in Python Kmeans Clustering in Python Kmeans Clustering in Python Agglomeration CLustering Agglomeration CLustering Agglomeration CLustering Agglomeration CLustering Agglomeration CLustering in Python Agglomeration CLustering in Python Agglomeration CLustering in Python Agglomeration CLustering in Python Decision Tree: ID3 Decision Tree: ID3 Decision Tree: ID3 Decision Tree: ID3 Decision Tree in Python Decision Tree in Python Decision Tree in Python Decision Tree in Python KNN Classification KNN Classification KNN Classification KNN Classification KNN Classification in Python KNN Classification in Python KNN Classification in Python KNN Classification in Python Naive BAyes Classification Naive BAyes Classification Naive BAyes Classification Naive BAyes Classification Naive Bayes in Python Naive Bayes in Python Naive Bayes in Python Naive Bayes in Python Neural Network Classification Neural Network Classification Neural Network Classification Neural Network Classification Neural Network CLassification in Python Neural Network CLassification in Python Neural Network CLassification in Python Neural Network CLassification in Python What Algorithm to use? What Algorithm to use? What Algorithm to use? What Algorithm to use? Model Evaluation Model Evaluation Model Evaluation Model Evaluation Model EValuation in Python: Confusion Matrix Model EValuation in Python: Confusion Matrix Model EValuation in Python: Confusion Matrix Model EValuation in Python: Confusion Matrix Model Evaluation: RSquare Mean Model Evaluation: RSquare Mean Model Evaluation: RSquare Mean Model Evaluation: RSquare Mean

Additional information

Computer Knowledge Basic coding knowledge

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Machine Learning with Python

£ 13 + VAT

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