Master Class: Data Analysis with Python (PYTHON05)

 

Course Overview

Everyone's talking about it: data is the new gold, let's dig. Python is our mining tool. Learn how to prepare your data for analysis correctly and efficiently and how to evaluate it in a targeted way using hypothesis techniques.

Who should attend

Data analysts, business analysts, data engineers, BI specialists, database specialists, Excel analysts

Prerequisites

Course Objectives

  • Data preparation
  • Data transformation
  • Quality evaluations
  • Analysis
  • Data analysis applications
  • Introduction to Machine Learning and AI

Course Content

  • Basics of Numpy
    • What this package can do
    • Which data analyses are possible
  • Introduction to pandas
    • Pandas Data Structures
    • Functionality
    • Which data analyses are possible and useful with pandas
  • Loading and saving data
    • Practical handling of the most important file formats
    • Efficiency, performance and reliability
  • Prepare and clean up data
    • Dealing with missing data
    • Data transformation
  • Linking, combining and transforming data
  • Visualization
  • Aggregation and grouping of data
  • Time series
  • Pandas for advanced learners
  • Modelling Libraries
  • Examples from data analysis
  • Overview learning models with scikit

ceny & Delivery methods

Szkolenie online
Modality: L

Trwa 3 dni

Cena
  • on request
Classroom training
Modality: C

Trwa 3 dni

Cena
  • on request

harmonogram

Angielski

Strefa czasowa: Central European Summer Time (CEST)   ±1 Godzinę

Szkolenie online This is a FLEX course. Strefa czasowa: Central European Summer Time (CEST)
Szkolenie online This is a FLEX course. Strefa czasowa: Central European Summer Time (CEST)
Szkolenie online This is a FLEX course. Strefa czasowa: Central European Time (CET)
Szkolenie online This is a FLEX course. Strefa czasowa: Central European Time (CET)

7 hours difference

Szkolenie online Strefa czasowa: Eastern Standard Time (EST)
Szkolenie online Strefa czasowa: Eastern Standard Time (EST)
Szkolenie Zdalne:   To jest kurs zdalny prowadzony przez instruktora
To jest kurs FLEX, który jest prowadzony zarówno wirtualnie, jak i stacjonarnie.

Europa

Niemcy

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Szwajcaria

Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
Zurych This is a FLEX course.   Strefa czasowa: Europe/Zurich Enroll:
for online training
for classroom training
To jest kurs FLEX, który jest prowadzony zarówno wirtualnie, jak i stacjonarnie.