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Machine Learning using Python

10 Hours
Online Instructor-led Training
USD 1399 (USD 2800)
Save 50% Offer ends on 31-Jul-2024
Machine Learning using Python course and certification
6 Learners

About this Course

Welcome to Uplatz, the biggest IT & SAP training provider in Europe!
Uplatz is well known for providing instructor-led training and video-based courses on SAP, Oracle, Salesforce, AWS, Big Data, Machine Learning, Python, R, SQL, Google & Microsoft Technologies, and Digital Marketing.
SAP and AWS training courses are currently the most sought-after courses globally. 
An SAP consultant on an average earns a package of $80,000 ($100,000) per annum based on the skills and experience.

To learn this course -

1) Pay the course fees directly through secured payment gateway by clicking "Pay Now" and relax. After this Uplatz team will take over and get the course conducted for you.
2) If you are based in UK or India, you can directly pay to our respective bank accounts. To do this, you just need to send an email to info@uplatz.com and the Uplatz team will respond back with the details.

For any questions, queries, or payment related issues, simply contact us at -

Call: +44 7836 212635
WhatsApp: +44 7836 212635
Email: info@uplatz.com
https://training.uplatz.com

Machine Learning using Python

Course Details & Curriculum
Module 1 - Machine Learning vs Statistical Modeling & Supervised vs Unsupervised Learning
  • Machine Learning Languages, Types, and Examples 
  • Machine Learning vs Statistical Modelling
  • Supervised vs Unsupervised Learning 
  • Supervised Learning Classification 
  • Unsupervised Learning 

Module 2 - Supervised Learning I

  • K-Nearest Neighbors 
  • Decision Trees 
  • Random Forests
  • Reliability of Random Forests 
  • Advantages & Disadvantages of Decision Trees 
 
 Module 3 - Supervised Learning II
  • Regression Algorithms 
  • Model Evaluation 
  • Model Evaluation: Overfitting & Underfitting
  • Understanding Different Evaluation Models 
 Module 4 - Unsupervised Learning
  • K-Means Clustering plus Advantages & Disadvantages 
  • Hierarchical Clustering plus Advantages & Disadvantages 
  • Measuring the Distances Between Clusters - Single Linkage Clustering 
  • Measuring the Distances Between Clusters - Algorithms for Hierarchy Clustering
  • Density-Based Clustering 

Module 5 - Dimensionality Reduction & Collaborative Filtering

  • Dimensionality Reduction: Feature Extraction & Selection 
  • Collaborative Filtering & Its Challenges 

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