Machine Learning – Python Programming: From Beginner to Intermediate

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Machine Learning – Python Programming: From Beginner to Intermediate

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Description

Course Description:

This excellent Machine Learning – Python Programming: From Beginner to Intermediate will teach you to program using Python, from the absolute basics, to the more intermediate aspects of Python programming. So whether you’re a beginner, or just want to go back to basics, this Python Programming course is for you. During this Python Programming course, you’ll learn to write Python programs, perform text processing, apply simple machine learning concepts, and so much more!

Our learning material is available to students 24/7 anywhere in the world, so it’s extremely convenient. These intensive online courses are open to everyone, as long as you have an interest in the topic!…

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Didn't find what you were looking for? See also: Python, Programming (general), R Programming, C/C++, and IT Security.

Course Description:

This excellent Machine Learning – Python Programming: From Beginner to Intermediate will teach you to program using Python, from the absolute basics, to the more intermediate aspects of Python programming. So whether you’re a beginner, or just want to go back to basics, this Python Programming course is for you. During this Python Programming course, you’ll learn to write Python programs, perform text processing, apply simple machine learning concepts, and so much more!

Our learning material is available to students 24/7 anywhere in the world, so it’s extremely convenient. These intensive online courses are open to everyone, as long as you have an interest in the topic! We provide world-class learning led by IAP, so you can be assured that the material is high quality, accurate and up-to-date.

What skills will I gain?

  • 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 are the requirements?

  • You must be 16 or over
  • You should have a basic understanding of English, Maths and ICT
  • You will need a computer or tablet with internet connection (or access to one)

Meet the Instructor:

Janani Ravi, Vitthal Srinivasan, Swetha Kolalapudi, and Navdeep Singh have honed their tech expertise at Google and Flipkart. Together, they have created dozens of training courses and are excited to be sharing their content with eager students. The team believes it has distilled the instruction of complicated tech concepts into enjoyable, practical, and engaging courses.

  • Janani: 7 years at Google (New York, Singapore); Studied at Stanford; also worked at Flipkart and Microsoft
  • Vitthal: Also Google (Singapore) and studied at Stanford; Flipkart, Credit Suisse and INSEAD too
  • Swetha: Early Flipkart employee, IIM Ahmedabad and IIT Madras alum
  • Navdeep: Longtime Flipkart employee too, and IIT Guwahati alum

Course outline:

  • Module 01: What is coding? – It’s a lot like cooking!
  • Module 02: Don’t Jump Through Hoops, Use Dictionaries, Lists and Loops
  • Module 03: Our First Serious Program
  • Module 04: Doing Stuff with Files
  • Module 05: Functions are like Food Processors
  • Module 06: Databases – Data in rows and columns
  • Module 07: An Object Oriented State of Mind
  • Module 08: Natural Language Processing and Python
  • Module 09: Machine Learning and Python

How will I be assessed?

  • You will have one assignment. Pass mark is 65%.
  • You will only need to pay £19 for assessment.
  • You will receive the results within 72 hours of submittal, and will be sent a certificate in 7-14 days.

What Certification am I going to receive?

Those who successfully pass this course will be awarded a Machine Learning – Python Programming: From Beginner to Intermediate certificate. Anyone eligible for certification will receive a free e-certificate, and printed certificate.

What careers can I get with this qualification?

Once you have completed this Machine Learning – Python Programming: From Beginner to Intermediate course you will have desirable skills. You could go on to further study of Python Programming, or could gain entry level employment in this area. These roles often command a high salary, for example, the average salary of a Software Programmer in the UK is £31,198, and this will go up with experience (payscale.com). When you complete this Machine Learning – Python Programming: From Beginner to Intermediate, you could fulfil any of the following roles:

  • Python Programmer
  • Software Developer
  • Software Engineer
  • Python Developer

COURSE CURRICULUM

1: WHAT IS CODING? – IT’S A LOT LIKE COOKING!

2: DON’T JUMP THROUGH HOOPS, USE DICTIONARIES, LISTS AND LOOPS

3: OUR FIRST SERIOUS PROGRAM

4: DOING STUFF WITH FILES

5: FUNCTIONS ARE LIKE FOOD PROCESSORS

6: DATABASES – DATA IN ROWS AND COLUMNS

7: AN OBJECT ORIENTED STATE OF MIND

8: NATURAL LANGUAGE PROCESSING AND PYTHON

9: MACHINE LEARNING AND PYTHON

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There are no frequently asked questions yet. If you have any more questions or need help, contact our customer service.