Machine Learning using Python Instructor-led Training
Free server access, Class recordings, Certification guidance, Job & Interview assistance, Course Completion Certificate
Uplatz
Summary
- Uplatz Certificate of Completion - Free
- Tutor is available to students
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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.
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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Certificates
Uplatz Certificate of Completion
Digital certificate - Included
Course Completion Certificate by Uplatz
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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.
