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Machine Learning – Python Programming: From Beginner to Intermediate Online Course

Regular Price: 55€

Special Price: 31€

  • Flexible
  • 2 students have purchased
  • Express
Centre
Learning247
Town
Birmingham
Address
61 Caroline Street, B3 1UF See in Google maps
Contact
dave@learning247.co.uk
http://www.learning247.co.uk
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Description
Learning247's mission has always been to provide the most effective and straight-forward route to learning and certification. By utilising the very latest multimedia and video-based training technology, our internationally recognised instructors deliver superb results. We also understand that price is a concern for everyone, and so we seek to offer the very best prices available online, with regular savings of up to 30% over standard Recommended Retail Prices. As one of the UK’s market-leaders in distance-learning and self-study multimedia-based training, Learning247 provides the most cost-effective route to enable you to update and improve upon your skills; and all without the massive prices that are regularly seen throughout the IT Training industry! By utilising the latest multimedia instructor-led study techniques, you’ll get the most comprehensive training available at consistently unbeatable prices, and the peace of mind that comes from dealing with a company that’s provided affordable study-solutions for thousands of happy students.

Benefits

  • 12 Months unlimited access
  • Make your own study schedule and take advantage of online tutoring hours
  • Obtain a certified diploma once you finish the course.

Details

Course Description

Python Programming: From Beginner to Intermediate is an essential training course for anyone who wants to begin learning Python. Using a Python IDE (integrated development environment) called iPython from Anaconda, the expert instructors in this course will lead you step-by-step through topics such as: functional language constructs, automated reports, website scraping, and natural language processing.

Course Description

Python Programming: From Beginner to Intermediate is an essential training course for anyone who wants to begin learning Python. Using a Python IDE (integrated development environment) called iPython from Anaconda, the expert instructors in this course will lead you step-by-step through topics such as: functional language constructs, automated reports, website scraping, and natural language processing.

What am I going to get from this course?

  • Pick up programming even if you have NO programming experience at all
  • Write Python programs of moderate complexity
  • Perform complicated text processing – splitting articles into sentences and words and doing things with them
  • Work with files, including creating Excel spreadsheets and working with zip files
  • Apply simple machine learning and natural language processing concepts such as classification, clustering and summarization
  • Understand Object-Oriented Programming in a Python context

What is the target audience?

  • Folks with zero programming experience looking to learn a new skill
  • Machine Learning and Language Processing folks looking to apply concepts in a full-fledged programming language
  • Computer Science students or software engineers with no experience in Java, but experience in Python, C++ or even C#. You might need to skip over some bits, but in general the class will still have new learning to offer you.

PACKAGE INCLUDES:

Length of Subscription: 12 Months Online On-Demand Access
Running Time: 10 hrs 30 min
Platform: Windows & MAC OS
Level: Beginner to Advanced
Project Files: Included


Learn anytime, anywhere, at home or on the go.

Stream your training via the internet, or download to your computer and supported mobile device, including iPad, iPhone, iPod Touch and most Android devices.


Course Outline

Chapter 01: What is coding? – It’s a lot like cooking!

Lesson 01: Introduction

Lesson 02: Coding is like Cooking

Lesson 03: Anaconda and Pip

Lesson 04: Variables are like containers

Chapter 02: Don’t Jump Through Hoops, Use Dictionaries, Lists and Loops

Lesson 01: A List is a list

Lesson 02: Fun with Lists!

Lesson 03: Dictionaries and If-Else

Lesson 04: Don’t Jump Through Hoops, Use Loops

Lesson 05: Doing stuff with loops

Lesson 06: Everything in life is a list – Strings as lists

Chapter 03: Our First Serious Program

Lesson 01: Modules are cool for code-reuse

Lesson 02: Our first serious program : Downloading a webpage

Lesson 03: A few details – Conditionals

Lesson 04: A few details – Exception Handling in Python

Chapter 04: Doing Stuff with Files

Lesson 01: A File is like a barrel

Lesson 02: Auto Generating Spreadsheets with Python

Lesson 03: Auto Generating Spreadsheets – Download and Unzip

Lesson 04: Auto Generating Spreadsheets – Parsing CSV files

Lesson 05: Auto Generating Spreadsheets with XLSXwriter

Chapter 05: Functions are like Food Processors

Lesson 01: Functions are like Food processors

Lesson 02: Argument Passing in Functions

Lesson 03: Writing your first function

Lesson 04: Recursion

Lesson 05: Recursion in Action

Chapter 06: Databases – Data in rows and columns

Lesson 01: How would you implement a Bank ATM?

Lesson 02: Things you can do with Databases – I

Lesson 03: Things you can do with Databases – II

Lesson 04: Interfacing with Databases from Python

Lesson 05: SQLite works right out of the box

Lesson 06: Manually downloading the zip files required

Lesson 07: Build a database of Stock Movements – I

Lesson 08: Build a database of Stock Movements – II

Lesson 09: Build a database of Stock Movements – III

Chapter 07: An Object Oriented State of Mind

Lesson 01: Objects are like puppies!

Lesson 02: A class is a type of variable

Lesson 03: An Interface drives behaviour

Chapter 08: Natural Language Processing and Python

Lesson 01: Natural Language Processing with NLTK

Lesson 02: Natural Language Processing with NLTK – See it in action

Lesson 03: Web Scraping with BeautifulSoup

Lesson 04: A Serious NLP Application : Text Auto Summarization using Python

Lesson 05: Auto Summarize News Articles – I

Lesson 06: Auto Summarize News Articles – II

Lesson 07: Auto Summarize News Articles – III

Chapter 09: Machine Learning and Python

Lesson 01: Machine Learning – Jump on the Bandwagon

Lesson 02: Plunging In – Machine Learning Approaches to Spam Detection

Lesson 03: Spam Detection with Machine Learning Continued

Lesson 04: News Article Classification using K-Nearest Neighbors

Lesson 05: News Article Classification using Naive Bayes

Lesson 06: Code Along – Scraping News Websites

Lesson 07: Code Along – Feature Extraction from News articles

Lesson 08: Code Along – Classification with K-Nearest Neighbours

Lesson 09: Code Along – Classification with Naive Bayes

Lesson 10: Document Distance using TF-IDF

Lesson 11: News Article Clustering with K-Means and TF-IDF

Lesson 12: Code Along – Clustering with K-Means

Conditions

Thanks to this offer, valid exclusively for one person, you will obtain a Machine Learning – Python Programming: From Beginner to Intermediate Online Course.

How to register

By buying the course in Emagister Express, you will obtain an access coupon. We will send you the codes and keys to the coupon. Send the coupon code and the key to sales@learning247.co.uk. The training provider will then give you access to the course.

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