LIVE Instructor-Led Courses
Dismiss

Python Machine Learning training course

Gain Python Machine Learning Skills for Predictive Analytics

JBI training course London UK

"The course was professionally run and I liked that it is interactive with exercises of how AI is used. The instructor is very knowledgeable on the subject and enthusiastic about machine learning"

YZ, Software developer, Python AI & ML, May 2021

Public Courses

04/04/24 - 2 days
£1500 +VAT
16/05/24 - 2 days
£1500 +VAT
27/06/24 - 2 days
£1500 +VAT

Customised Courses

* Train a team
* Tailor content
* Flex dates
From £1200 / day
EDF logo Capita logo Sky logo NHS logo RBS logo BBC logo CISCO logo
JBI training course London UK

• Learn about framing a business application as a Machine Learning task
• Understand the role of labelled data, data cleaning and data transformation in Machine Learning systems
• Explore feature engineering techniques to extract useful attributes from your data
• Implement supervised and unsupervised learning algorithms using Python
• Evaluate the quality of your models, using evaluation metrics, model introspection and error analysis
• Understand the concepts of Deep Learning & Neural networks

 

A taster video for Python Remote Training

Overview

• What is Artificial Intelligence? What's up with the hype?
• Data Science vs. Data Mining vs. Machine Learning
• Machine Learning Problems and Applications
• Python Environment Set-up with Anaconda Python
◦ Jupyter Notebooks
◦ Python Ecosystem for Data Science and Machine Learning

Machine Learning Overview

• Learning and Prediction
• Feature Engineering
• Training data and Test data
• Cross-validation
• Underfitting and Overfitting

Supervised Learning Problems

• Classification: predicting a label
• Algorithms for classification: k-Nearest Neighbours, Support Vector Machine and Naive Bayes
• Regression: predicting a quantity
• Algorithms for regression: Linear Regression and Polynomial Regression

Unsupervised Learning Problems

• Clustering: grouping similar items
• Algorithms for clustering: k-Means, Hierarchical Clustering and DBSCAN
• Dimensionality Reduction
• Algorithms for dimensionality reduction: Principal Component Analysis

Evaluation of Machine Learning algorithms

• Evaluation metrics for machine learning
• Planning an evaluation campaign on your data

Deep Learning & Neural Network Overview

• Intro to Artificial Neural Networks
• Neural Network concepts
◦ Neural Network Types
◦ Gradient Descend
◦ Back-propagation
◦ Activation Functions
◦ Loss Functions
◦ Hyper-parameters
• Neural Networks in the Wild: examples of successful applications
• Deep Network Architectures
• Deep Learning Libraries

 

JBI training course London UK

Developers, engineers, researchers and analysts who want to start learning about Artificial Intelligence and related concepts, including Data Science, Data Mining, Machine Learning and Deep Learning. Some background in Mathematics (e.g. Statistics and Probability, Linear Algebra, Calculus, etc) will be beneficial, but not strictly required.

 

 

 


5 star

4.8 out of 5 average

"The course was professionally run and I liked that it is interactive with exercises of how AI is used. The instructor is very knowledgeable on the subject and enthusiastic about machine learning"

YZ, Software developer, Python AI & ML, May 2021

JBI training course London UK

Newsletter

 

Sign up for the JBI Training newsletter to stay updated with world-class technology training opportunities, including Analytics, AI, ML, DevOps, Web, Backend and Security. Our Power BI Training Course is especially popular.  Gain new skills, useful tips, and validate your expertise with an industry-leading organisation, all tailored to your schedule and learning preferences.



The Python Machine Learning syllabus is designed to help analysts, researchers, BI experts and developers becoming familiar with the implementation of Machine Learning solutions, through the use of tools in the Python programming language ecosystem.

Using a mix of frontal presentation and interactive examples, the course provides a comparison between Supervised and Unsupervised Learning, and offers an overview on core algorithms for predictive analytics, tackling tasks such as classification, clustering, regression analysis and dimensionality reduction. Notions of Neural Networks and latest developments in Deep Learning are also discussed.

BEGIN:VCALENDAR PRODID:-//Google Inc//Google Calendar 70.9054//EN VERSION:2.0 CALSCALE:GREGORIAN METHOD:PUBLISH X-WR-CALNAME:ChatGPT for Developers Training Course X-WR-TIMEZONE:Europe/London X-WR-CALDESC:ChatGPT for Developers Training Course END:VCALENDAR

CONTACT
+44 (0)20 8446 7555

[email protected]

SHARE

 

Copyright © 2023 JBI Training. All Rights Reserved.
JB International Training Ltd  -  Company Registration Number: 08458005
Registered Address: Wohl Enterprise Hub, 2B Redbourne Avenue, London, N3 2BS

Privacy Policy | Terms & Conditions | Contact Us

POPULAR

Rust training course                                                                          React training course

Threat modelling training course   Python for data analysts training course

Power BI training course                                   Machine Learning training course

Spring Boot Microservices training course              Terraform training course

Kubernetes training course                                                            C++ training course

Power Automate training course                               Clean Code training course