Machine Learning Using Python

Course Duration: 20 Days

Dates

09 May – 09 June 2021

Duration

1-8 weeks

Location

Online

Introduction

Our Machine Learning using Python course aims to equip learners with the knowledge of using Python programming language to build and deploy machine learning models and its popular libraries such as NumPy and Scikit-Learn to build and deploy machine learning models. It will cover a range of methods, where individuals will learn about the different types of Machine Learning, such as supervised and unsupervised learning, and how to use them to tackle real-world problems.

Target Audience

The target audience for Machine Learning using Python comprises individuals from various backgrounds, including data analysts, software engineers, researchers, and business professionals, who are keen to harness the power of machine learning for predictive analysis, pattern recognition, and decision-making. Whether an individual is a novice looking to build a solid foundation in Python programming and machine learning algorithms or an experienced practitioner aiming to refine their skills and explore advanced techniques, our comprehensive curriculum ensures that there’s something valuable for everyone.

Skills gained

Prerequisites

Python Programming
Statistics and Probability
Linear Algebra and Calculus
Data Pre-processing
Machine Learning Algorithms
Data Visualisation
Model Evaluation and Validation

Course Outline

K-Nearest neighbour classifier
Neural networks from Scratch in Python
Neural network in Python using NumPy
Back propagation in neural networks
Confusion matrix
Training and testing with MNIST
Dropout neural networks
Neural networks with Scikit
Introduction naive bayes classifier
Naive bayes classifier with Scikit
Introduction into text classification using Naive Bayes
Python implementation of text classification
Decision and regression trees
Principal component analysis
Linear discriminant analysis
Expectation maximisation and Gaussian mixture model

Why Choose Mindworx for Machine Learning Training

Mindworx Academy is the ideal choice for organisations seeking to equip their employees with cutting-edge expertise in Machine Learning through our comprehensive 20-day course. With a proven track record of delivering high-quality digital education, we stand out for our commitment to providing accessible, flexible, and immersive learning experiences.

How to apply

How long does it take to apply?

We anticipate the application form will take approximately 15 minutes to complete. You will need to create a new account to get started.

How will my application be acknowledged?

As soon as you submit your application, you will receive a receipt email.

You will receive a follow up email within two days of your application.

Your participation is not secured until payment is made.

Language requirements?

As the programme is conducted in English, a good working knowledge of the language is essential.

Cancellations

Delegates who cancel their registration less than 15 working days prior to programme/course commencement, will be liable for 50% of the programme fee. Those who do not participate in the course without cancelling will still be liable for the full fee. Notification of cancellation must be sent in writing to the Programme Manager.

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Tags: Online, Skills Development, Deep LEarning