Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Start tilbuddet
DK - Details page - Device banner - 894x1036
Sprog
Engelsk
Format
Kategori

Fakta

Unleash the power of Python and its robust data science capabilities

About This Book • Unleash the power of Python 3 objects

• Learn to use powerful Python libraries for effective data processing and analysis

• Harness the power of Python to analyze data and create insightful predictive models

• Unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics

Who This Book Is For

Entry-level analysts who want to enter in the data science world will find this course very useful to get themselves acquainted with Python's data science capabilities for doing real-world data analysis.

What You Will Learn • Install and setup Python

• Implement objects in Python by creating classes and defining methods

• Get acquainted with NumPy to use it with arrays and array-oriented computing in data analysis

• Create effective visualizations for presenting your data using Matplotlib

• Process and analyze data using the time series capabilities of pandas

• Interact with different kind of database systems, such as file, disk format, Mongo, and Redis

• Apply data mining concepts to real-world problems

• Compute on big data, including real-time data from the Internet

• Explore how to use different machine learning models to ask different questions of your data

In Detail

The Python: Real-World Data Science course will take you on a journey to become an efficient data science practitioner by thoroughly understanding the key concepts of Python. This learning path is divided into four modules and each module are a mini course in their own right, and as you complete each one, you'll have gained key skills and be ready for the material in the next module.

The course begins with getting your Python fundamentals nailed down. After getting familiar with Python core concepts, it's time that you dive into the field of data science. In the second module, you'll learn how to perform data analysis using Python in a practical and example-driven way. The third module will teach you how to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis to more complex data types including text, images, and graphs. Machine learning and predictive analytics have become the most important approaches to uncover data gold mines. In the final module, we'll discuss the necessary details regarding machine learning concepts, offering intuitive yet informative explanations on how machine learning algorithms work, how to use them, and most importantly, how to avoid the common pitfalls.

Style and approach

This course includes all the resources that will help you jump into the data science field with Python and learn how to make sense of data. The aim is to create a smooth learning path that will teach you how to get started with powerful Python libraries and perform various data science techniques in depth.

© 2016 Packt Publishing (E-bog): 9781786468413

Release date

E-bog: 10. juni 2016

Tags

    Andre kan også lide...

    Vælg dit abonnement

    • Over 600.000 titler

    • Download og nyd titler offline

    • Eksklusive titler + Mofibo Originals

    • Børnevenligt miljø (Kids Mode)

    • Det er nemt at opsige når som helst

    Flex

    For dig som vil prøve Mofibo.

    89 kr. /måned
    • 1 konto

    • 20 timer/måned

    • Gem op til 100 ubrugte timer

    • Eksklusivt indhold hver uge

    • Fri lytning til podcasts

    • Ingen binding

    Prøv gratis
    Den mest populære

    Premium

    For dig som lytter og læser ofte.

    129 kr. /måned
    • 1 konto

    • 100 timer/måned

    • Eksklusivt indhold hver uge

    • Fri lytning til podcasts

    • Ingen binding

    Start tilbuddet

    Unlimited

    For dig som lytter og læser ubegrænset.

    149 kr. /måned
    • 1 konto

    • Ubegrænset adgang

    • Eksklusivt indhold hver uge

    • Fri lytning til podcasts

    • Ingen binding

    Start tilbuddet

    Family

    For dig som ønsker at dele historier med familien.

    Fra 179 kr. /måned
    • 2-6 konti

    • 100 timer/måned pr. konto

    • Fri lytning til podcasts

    • Kun 39 kr. pr. ekstra konto

    • Ingen binding

    2 konti

    179 kr. /måned
    Prøv gratis