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Machine Learning using Python Instructor-led Training

Free server access, Class recordings, Certification guidance, Job & Interview assistance, Course Completion Certificate

Uplatz

Summary

Price
£899 inc VAT
Or £74.92/mo. for 12 months...
Study method
Online + live classes
Duration
30 hours · Part-time or full-time
Qualification
No formal qualification
Certificates
  • Uplatz Certificate of Completion - Free
Additional info
  • Tutor is available to students
2 students purchased this course

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Overview

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.

Certificates

Uplatz Certificate of Completion

Digital certificate - Included

Course Completion Certificate by Uplatz

Course media

Description

Machine Learning using Python - Course Syllabus

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

Who is this course for?

Everyone

Requirements

Passion and zeal to learn !

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Legal information

This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.
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