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Python for Machine Learning

4.6 out of 5 rating Last updated 14/11/2024   English

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Duration

2.25 Days

13.5 CPD hours

Overview

You will learn how to use data science and machine learning with Python. Understand Machine Learning from top to bottom. Learn NumPy for numerical processing with Python. Conduct feature engineering on real world case studies. Learn Pandas for data manipulation with Python. Create supervised machine learning algorithms to predict classes. Create regression machine learning algorithms for predicting continuous values. Construct a modern portfolio of machine learning resume projects. Learn how to use Scikit-learn to apply powerful machine learning algorithms. Get set-up quickly with the Anaconda data science stack environment. Understand the full product workflow for the machine learning lifecycle. Explore how to deploy your machine learning models as interactive APIs.

Description

Master the skills to use machine learning in your day-to-day work with this Python course. Create algorithms to predict classes, continuous values, and more.

This course is designed for the student who already knows some Python and is ready to dive deeper into using those Python skills for Machine Learning. With a focus on SciKit Learn, you ll learn all aspects of Machine Learning ranging from a variety of regression types (Linear / Lasso /Ridge), Elastic Net, K Nearest Neighbors and Means Clustering, Hierarchal Clustering, DBSCAN, PCA, and Model Deployment.

This course includes 6-months access to the full course content in on-demand format to support post-class reference and review.

Prerequisites

To be successful in this course, learners should have the following: Intermediate Python skills and knowledge

  • Level of knowledge and experience gained from Python for Data Science

    • Python
    • Jupyter notebooks
    • Numpy
    • Pandas
    • Matplotlib
    • Machine Learning concepts
    • Supervised vs Unsupervised Learning
    • Types of Machine Learning Classification vs Regression
    • Evaluation
    • Machine Learning Methods All in Theory and Practice
    • Linear Regression
    • Logistic Regression
    • K Nearest Neighbors
    • Support Vector Machine
    • Decision Trees
    • Unsupervised Learning Methods
    • Feature Engineering and Data Preparation
    Additional course details:

    Nexus Humans Python for Machine Learning training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

    This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

    Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

    While we feel this is the best course for the Python for Machine Learning course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

    Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

    FAQ for the Python for Machine Learning Course

    Available Delivery Options for the Python for Machine Learning training.
    • Live Instructor Led Classroom Online (Live Online)
    • Traditional Instructor Led Classroom (TILT/ILT)
    • Delivery at your offices in London or anywhere in the UK
    • Private dedicated course as works for your staff.
    How many CPD hours does the Python for Machine Learning training provide?

    The 2.25 day. Python for Machine Learning training course give you up to 13.5 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

    Is the Python for Machine Learning training appropriate for someone learning to use Python in a professional environment?

    Yes the Python for Machine Learning is appropriate for someone looking to use Python in a professional workspace or environment. But do make sure to note any prerequisites, read the course outline to ensure it is the right fit for you or your teams requirements and preferences.

    What is the correct audience for the Python for Machine Learning training?

    Experienced Python developers looking to understand a wide variety of machine learning algorithms, including supervised and unsupervised learning algorithms.

    Do you provide training for the Python for Machine Learning.

    Yes we provide corporate training, dedicated training and closed classes for the Python for Machine Learning. This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

    What is the duration of the Python for Machine Learning program.

    The Python for Machine Learning training takes place over 2.25 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

    Why are Nexus Human the best provider for the Python for Machine Learning?
    Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
    Is there a discount code for the Python for Machine Learning training.

    Yes, the discount code PENPAL5 is currently available for the Python for Machine Learning training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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    Training Insurance Included!

    When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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