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Overview

This is a Python course for absolute beginners. You will learn to write Python programs, perform text processing, apply simple machine learning concepts, and so much more! By the time you’re finished with this intensive video training, you will have gone from zero experience to a fairly serious, early intermediate level.  Supplemental Material included!

Learning with Study 365 has many advantages. The course material is delivered straight to you and can be adapted to fit in with your lifestyle. It is created by experts within the industry, meaning you are receiving accurate information, which is up-to-date and easy to understand.

This course is comprised of professional learning materials, all delivered through a system that you will have access to 24 hours a day, 7 days a week for 365 days (12 months).

Who is it for? 

  • 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.

Course description:

This course consists of the following modules:

  • 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

Course Duration: 

From the day you purchase the course, you will have 12 months access to the online study platform. As the course is self-paced you can decide how fast or slow the training goes, and are able to complete the course in stages, revisiting the training at any time.

Method of Assessment:

At the end of each module, you will have one assignment to be submitted (you need a mark of 65% to pass) and you can submit the assignment at any time. You will only need to pay £19 for assessment and certification when you submit the assignment. You will receive the results within 72 hours of submittal, and will be sent a certificate in 7-14 days if you have successfully passed.

Certification:

Successful candidates will be awarded a certificate for Machine Learning – Python Programming: From Beginner to Intermediate.

Entry Requirement:

Learners must be age 16 or over and should have a basic understanding of the English Language, numeracy, literacy, and ICT. 

Career Path:

A course which is suitable for beginners learning Python. Here you will learn to write the Python programs, carry out text processing as well as to apply simple machine learning concepts. At the end of this course you will gain a high level of knowledge about Python and the ability to use it in your place of work. A career with bright prospects await you with the completion of this course. This course is not targeted at any specific trade, hence it will enable you to enter into related job positions available in the industry and will provide you with the skills and knowledge which are necessary to use Python in your place of work.

Presenter Information:

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

PLEASE NOTE: We do not provide any software with this course.

Course Curriculum

Free Introduction
Machine Learning – Python Programming From Beginner to Intermediate FREE 00:00:00
1: What is coding? – It’s a lot like cooking!
1. Introduction 00:00:00
2. Coding is like Cooking 00:00:00
3. Anaconda and Pip 00:00:00
4. Variables are like containers 00:00:00
2: Don’t Jump Through Hoops, Use Dictionaries, Lists and Loops
1. A List is a list 00:00:00
2. Fun with Lists! 00:00:00
3. Dictionaries and If-Else 00:00:00
4. Don’t Jump Through Hoops, Use Loops 00:00:00
5. Doing stuff with loops 00:00:00
6. Everything in life is a list – Strings as lists 00:00:00
3: Our First Serious Program
1. Modules are cool for code-reuse 00:00:00
2. Our first serious program : Downloading a webpage 00:00:00
3. A few details – Conditionals 00:00:00
4. A few details – Exception Handling in Python 00:00:00
4: Doing Stuff with Files
1. A File is like a barrel 00:00:00
2. Auto Generating Spreadsheets with Python 00:00:00
3. Auto Generating Spreadsheets – Download and Unzip 00:00:00
4. Auto Generating Spreadsheets – Parsing CSV files 00:00:00
5. Auto Generating Spreadsheets with XLSXwriter 00:00:00
5: Functions are like Food Processors
1. Functions are like Food processors 00:00:00
2. Argument Passing in Functions 00:00:00
3. Writing your first function 00:00:00
4. Recursion 00:00:00
5. Recursion in Action 00:00:00
6: Databases – Data in rows and columns
1. How would you implement a Bank ATM? 00:00:00
2. Things you can do with Databases – I 00:00:00
3. Things you can do with Databases – II 00:00:00
4. Interfacing with Databases from Python 00:00:00
5. SQLite works right out of the box 00:00:00
6. Manually downloading the zip files required 00:00:00
7. Build a database of Stock Movements – I 00:00:00
8. Build a database of Stock Movements – II 00:00:00
9. Build a database of Stock Movements – III 00:00:00
7: An Object Oriented State of Mind
1. Objects are like puppies! 00:00:00
2. A class is a type of variable 00:00:00
3. An Interface drives behaviour 00:00:00
8: Natural Language Processing and Python
1. Natural Language Processing with NLTK 00:00:00
2. Natural Language Processing with NLTK – See it in action 00:00:00
3. Web Scraping with BeautifulSoup 00:00:00
4. A Serious NLP Application : Text Auto Summarization using Python 00:00:00
5. Auto Summarize News Articles – I 00:00:00
6. Auto Summarize News Articles – II 00:00:00
7. Auto Summarize News Articles – III 00:00:00
9: Machine Learning and Python
1. Machine Learning – Jump on the Bandwagon 00:00:00
2. Plunging In – Machine Learning Approaches to Spam Detection 00:00:00
3. Spam Detection with Machine Learning Continued 00:00:00
4. News Article Classification using K-Nearest Neighbors 00:00:00
5. News Article Classification using Naive Bayes 00:00:00
6. Code Along – Scraping News Websites 00:00:00
7. Code Along – Feature Extraction from News articles 00:00:00
8. Code Along – Classification with K-Nearest Neighbours 00:00:00
9. Code Along – Classification with Naive Bayes 00:00:00
10. Document Distance using TF-IDF 00:00:00
11. News Article Clustering with K-Means and TF-IDF 00:00:00
12. Code Along – Clustering with K-Means 00:00:00

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