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Python for Data Science

4.6 out of 5 rating Last updated 13/12/2024   English

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Duration

1.75 Days

10.5 CPD hours

Overview

Learn how to use data science with Python. Create data pipeline workflows to analyze, visualize, and gain insights from data. Build a portfolio of data science projects with real world data. Analyze your own data sets and gain insights through data science. Master critical data science skills. Replicate real-world situations and data reports. Learn NumPy for numerical processing with Python. Conduct feature engineering on real world case studies. Learn Pandas for data manipulation with Python. Learn Matplotlib to create fully customized data visualizations with Python. Learn Seaborn to create beautiful statistical plots with Python. Construct a modern portfolio of data science resume projects. Get set-up quickly with the Anaconda data science stack environment.

Description

Data Science is the critical skill of the modern workforce. Data science skills allow for the extraction of key insights and relevant knowledge from large datasets. This data science training course is for Python developers who want to learn how to use the key libraries in the Python Data Science ecosystem. This course covers NumPy for numerical data processing, Pandas for data analysis, and Matplotlib and Seaborn for quick visualizations and statistical reporting. The training is all conducted in a modern Jupyter Notebook format, allowing students to read and write code directly within our training notebooks.

You ll learn everything you need to know for the full data science tech stack required to work at the world's top companies. This Python for Data Science course takes a structured approach that will guide you through understanding not just how to use data science, but why we use them by providing a balance between practical real world case studies and mathematical theory behind the data science algorithms.

Please note, this course is able to be offered in either 3 full day sessions or 5 evening sessions. See the schedule below.

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:

  • Foundational Python skills and knowledge
  • Level of knowledge and experience gained from Introduction to Python

    • Python
    • Jupyter Notebooks
    • Numpy
    • Pandas
    • Data I/O
    • Excel
    • CSV
    • SQL
    • Convert datasets to dataframes
    • Alter specific data using custom functions
    • Handle missing data
    • Aggregate data
    • Matplotlib for fully customizable plots
    • Implement custom figures and axis
    • Seaborn for statistical plots
    • Scatter Plots
    • Distribution Plots
    • Box Plots
    Additional course details:

    Nexus Humans Python for Data Science 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 Data Science 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 Data Science Course

    Available Delivery Options for the Python for Data Science 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 Data Science training provide?

    The 1.75 day. Python for Data Science training course give you up to 10.5 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 Data Science training appropriate for someone learning to use Python in a professional environment?

    Yes the Python for Data Science 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 Data Science training?

    Intermediate Python developers looking to use Python to explore and visualize large or complex data sets. Check out our Introduction to Python course if you re new to Python.

    Do you provide training for the Python for Data Science.

    Yes we provide corporate training, dedicated training and closed classes for the Python for Data Science. This can take place anywhere in Ireland including, Dublin, Cork, Galway, Northern Ireland or live online allowing you to have your teams from across Ireland or further afield to attend a single training event saving travel and delivery expenses.

    What is the duration of the Python for Data Science program.

    The Python for Data Science training takes place over 1.75 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 Data Science?
    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 Ireland 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 Data Science training.

    Yes, the discount code PENPAL5 is currently available for the Python for Data Science 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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