- Introduction
- Installation of Anaconda
- Jupyter Notebook Basics
What you'll learn
- Python Programming for Machine Learning
Description
Python Programming Concepts like
- Operators (Arithmatic, Boolean, Bitwise, etc.,)
- Math Library (Addition, Subtration, Logarithmic, etc.,)
- Variables (Declaration, Assignment, Overwrite, etc.,)
- Dynamic Types (How to change variable datatype on fly)
- Data Types (Integer, Float, Strings, etc.,)
- Type Casting (Convert from one datatype to another)
- Data Types Changes
- Strings (Characters, Strings or Text data)
- Boolean (True or False)
- Special Characters in a String
- Split and Strip Methods (Split a string or strip a string)
- Introduction to Lists (Data Structure)
- Lists Slicing (Get a chunk of the data)
- Lists - Built in Functions (Insert, Delete values)
- String and Boolean Lists (List containing only Strings, Boolean values, etc.,)
- Concatenate Strings Using Join Method (Concatenate two characters or strings using Join method)
- Mixed Lists (Mixed datatype values in a List)
- Add Two Lists (Combine two lists)
- Nested Lists (List inside another List)
- Introduction to Dictionary (Key / Value Pair Data Structure in Python)
- Dictionary & It's Methods (Available built-in methods in Python for Dictionary)
- Nested Dictionary (Dictionary inside another Dictionary)s
- Create Dictionary using Zip Method (Combine 2 Lists to create a Dicationary)
- Sets (Another form of Data Structure that doesn't allow Duplicates)
- Tuples
- If...Else..If Condition
- While Loop
- Range Method
- For Loop with Example
- While Loop with Example
- Lambda / Anonymous Function
- Reserved Keywords
- User defined functions
- File IO Operations
- ...........Lot More...
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About the instructors
- 4.41 Calificación
- 27280 Estudiantes
- 3 Cursos
Arunachala Damodar
Machine Learning Engineer and SQL Server DBA by Profession
I am a SQL Server DBA and Machine Learning Engineer by profession.
I have 10+ years of experience in IT industry.
I have expertise in various Video Editing tools like Camtasia, ActivePresenter, etc.,
I am a Web Developer too. (JavaScript Full Stack)
I have been involved in lot of Automation stuff related to SQL Server.
Student feedback
Course Rating
Reviews
This was easier to follow than the previous video. I wish you could tell us more why and what we are using this app for etc
it was perfectly a good match for me as beginner and others who are in worry to where to start learning python can get into this course and from beginning step by step the instructor teaches you about the phython.
Good content