Mastering Python Programming (Nov 2020)
- Course provided by Udemy
- Study type: Online
- Starts: Anytime
- Price: See latest price on Udemy
If you are looking for building the skills on Python programming along with Machine learning, Data science and use of Python in cloud platforms, then this is the course for you!
Python is an interpreted, high-level and general-purpose programming language.
In this course you will learn about Python and its features, data types and data structures in Python. Looping and conditional statements, functions and modules.
You will also learn the OOPs concept of Python, decorators, generators, exception handling and file handling in Python
In this course you will learn to use the Python Libraries in GCP.
And how to use Python in Machine Learning and Data Science.
What are you waiting for?
Who this course is for:
- Developers interested in Mastering Python Programming
- Python Developers
- Data Scientist
- Data Analysts
- Software Developers and Cloud Developers
- 14:23Lesson 1: Basics of Python Programming
- 03:52Practice 1-1: Installing and configuring Python IDLE
- 03:25Practice 1-2: working with Data Structures
- 01:28Practice 1-3: Implementing conditional and looping statement
- 03:29Practice 1-4: Implementing user defined function by using modules and packages
- 5 questionsQuiz on Basics of Python Programming
- 12:23Lesson 2: Advanced features in Python
- 01:54Practice 2-1: Implementing an application using OOP concept
- 01:33Practice 2-2: Python application to read and write the file
- 01:37Practice 2-3: Creating a database and executing the queries
- 02:23Practice 2-4: Creating threads and executing multithreading applications
- 5 questionsQuiz on Advanced Features in Python
- 09:39Lesson 3: Using Python in Cloud Programming
- 02:28Practice 3-1: Installing and Configuring Python Client Libraries in GCP
- 03:08Practice 3-2: Create an Application to get user details using Python Libraries
- 03:05Practice 3-3: Using Python Client Libraries create an Instance in GCP
- 5 questionsQuiz on Using Python in Cloud Programming
- 14:01Lesson 4: Using Python in Data Science
- 04:04Practice 4-1: Installing and configuring anaconda and jupyter notebook
- 03:32Practice 4-2: Processing CSV, XLS and JSON data
- 01:40Practice 4-3: Creating visualizations by using chart properties and chart stylin
- 01:38Practice 4-4: Implementing Pyton application using chi-square
- 5 questionsQuiz on Using Python in Data Science
- 08:41Lesson 5: Python for Machine Learning
- 02:21Practice 5-1: Implement clustering by categorising items to group (K-means)
- 01:55Practice 5-2: Implement ML application using Linear application
- 01:32Practice 5-3: Classify the hand written digits using Python
- 02:09Practice 5-4: Create a Decision Tree
- 5 questionsQuiz on Python for Machine Learning
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Data Science – Big Data – Hadoop full Stack , Spark, Python, R Programming, Machine Learning, Data Visualization
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Oracle CPQ Cloud, Oracle Sales Cloud
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