Applied Data Science with Python and Jupyter

Nivå: Foundation

Attend this Applied Data Science with Python and Jupyter training course and learn about some of the most commonly used libraries that are part of the Anaconda distribution and then explore machine learning models with real datasets. You will also learn about creating reproducible data processing pipelines, visualisations, and prediction models, all with the goal of giving you the skills and exposure you’ll need for the real world.

Data Science is one of the fastest growing professions across all industries. Open source tools like Python have become increasingly popular, and when paired with Jupyter Notebooks, can provide a variety of data-science applications. Attend this one-day hands-on course and learn to leverage all that these powerful tools have to offer.

Nyckelfunktioner:

  • After-course instructor coaching benefit

Du kommer lära dig att:

  • Jupyter Fundamentals
  • Data Cleaning and Advanced Modelling
  • Web Scraping and Interactive Visualisations
  • Machine learning classification strategy
  • Exploratory data analysis and investigation

Välj den utbildningsform som passar dig bäst

LIVE, LÄRARLEDD

I klass & Live, Online-utbildning

  • 1-day instructor-led training course
  • One-on-one after course instructor coaching

FÖRETAGSINTERN UTBILDNING

Teamträning

  • Bring this or any training to your organisation
  • Full - scale program development
  • Delivered when, where, and how you want it
  • Blended learning models
  • Tailored content
  • Expert team coaching

Anpassa kurs och innehåll efter teamets behov

Kontakta oss

Utveckla dig och ditt team med anpassade eller öppna kurser alternativt e-learning

Learning Tree erbjuder kundanpassad utbildning hos er, öppna kurser i Stockholm, London eller Washington, möjlighet att delta via våra Anywhere centers (Malmö, Göteborg, Linköping, Stockholm eller Borlänge) eller olika former av e-learning med lärarstöd. Läs mer på www.learningtree.se/priser .

I klass & Live, Online-utbildning

Note: This course runs for 1 dag *

*Events with the Partial Day Event clock icon run longer than normal but provide the convenience of half-day sessions.

  • 13 okt 9:00 - 4:30 BST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 14 dec 9:00 - 4:30 GMT Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 8 mar 9:00 - 4:30 GMT Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 14 jun 9:00 - 4:30 BST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 6 sep 9:00 - 4:30 BST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 13 okt 9:00 - 4:30 EDT Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 9 nov 9:00 - 4:30 EST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 14 dec 9:00 - 4:30 EST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 11 jan 9:00 - 4:30 EST Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 8 feb 9:00 - 4:30 EST Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Boka Din Kursplats

  • 22 mar 9:00 - 4:30 EDT New York / Online (AnyWare) New York / Online (AnyWare) Boka Din Kursplats

  • 19 apr 9:00 - 4:30 EDT Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 10 maj 9:00 - 4:30 EDT Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Boka Din Kursplats

  • 21 jun 9:00 - 4:30 EDT New York / Online (AnyWare) New York / Online (AnyWare) Boka Din Kursplats

  • 19 jul 9:00 - 4:30 EDT Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 16 aug 9:00 - 4:30 EDT Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Boka Din Kursplats

  • 20 sep 9:00 - 4:30 EDT New York / Online (AnyWare) New York / Online (AnyWare) Boka Din Kursplats

Kurs med startgaranti

När du ser symbolen för “Guaranteed to Run” vid ett kurstillfälle vet du att kursen blir av. Garanterat.

Partial Day Event

Learning Tree offers a flexible schedule program. If you cannot attend full day sessions, this option consists of four-hour sessions per day instead of the full-day session.

Important Applied Data Science with Python and Jupyter Training Information

  • Requirements

    • Knowledge of programming fundamentals and some experience with Python, including Python libraries, Pandas, Matplotlib, and scikit-learn.

Applied Data Science with Python and Jupyter Training Outline

  • Lesson 1: Jupyter Fundamentals

    • Basic Functionality and Features
    • Our First Analysis - The Boston Housing Dataset
  • Lesson 2: Data Cleaning and Advanced Machine Learning

    • Preparing to Train a Predictive Model
    • Training Classification Models
  • Lesson 3: Web Scraping and Interactive Visualisations

    • Scraping Web Page Data

Teamträning

Applied Data Science with Python and Jupyter Training FAQs

  • What does a Python developer do?

    Python developers write the code necessary to develop applications using Python's built-in statements, functions, and collection types. Python is also a very popular language for data analytics.
  • Will I learn how to Program in Python?

    No. This course is intended for people who already know the basics of Python Programming. This course will teach you the basics of Data Analysis.
Online (AnyWare)
Online (AnyWare)
Online (AnyWare)
Online (AnyWare)
Online (AnyWare)
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Online (AnyWare)
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Ottawa / Online (AnyWare)
Herndon, VA / Online (AnyWare)
New York / Online (AnyWare)
Ottawa / Online (AnyWare)
Herndon, VA / Online (AnyWare)
New York / Online (AnyWare)
Ottawa / Online (AnyWare)
Herndon, VA / Online (AnyWare)
New York / Online (AnyWare)
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