What you’ll learn: Programming using Python 3
- Setup Development Environment for Python 3 – Python, Pycharm and Jupyter Notebook
- Basic Programming Constructs
- Pre-defined Functions, User Defined Functions, Arguments, Lambda Functions
- Overview of Collections such as List, Set and Dict as well as Tuples
- Manipulating Collections using Map Reduce APIs
Requirements
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Computer with 4+ GB RAM and 64-bit Processor
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Basic Programming Skills
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64-bit Operating System such as Windows 10 or Linux or Mac
Description
As part of this course, one will learn the basics of Python Programming to get into Big Data. Depending upon the feedback we might add additional modules over a period of time.
Setup Python Environment
- Install Python and Pip
- Install Pycharm along with JDK
- Install Jupyter Notebook
Basic Programming Constructs
- Python CLI
- Getting Help
- Data types in Python
- Operators in Python
- Conditional Statements
- Looping Constructs
- Errors and Exceptions
All about Functions
- Pre-defined Functions
- Defining Functions
- Return Statement
- Lambda Functions
Overview of Collections and Tuples
- Read data from files into a collection
- Collections – list, set and dict – group of homogeneous elements
- Basic Operations on Collections
- Tuples – a group of heterogeneous elements
- Develop data processing applications (using loops over collections)
Manipulating Collections using Map Reduce APIs
- Define problem statements
- Develop myFilter, myMap and myReduce APIs
- Understanding existing packages and APIs
- Developing Solutions using Map Reduce APIs
After the training, one can learn Big Data technologies such as Spark, Kafka etc.
Who this course is for:
- Any developer who wants to get into Big Data using programming languages like Python.
13+ years of experience in executing complex projects using a vast array of technologies including Big Data and Cloud.
I found itversity, LLC – a US-based startup to provide quality training for IT professionals and staffing as well as consulting solutions for enterprise clients. I have trained thousands of IT professionals in a vast array of technologies including Big Data and Cloud.
Building an IT career for people and provide quality services to the clients will be paramount to our organization. As an entry strategy itversity will be providing quality training in the areas of ABCD
- Application Development
- Big Data and Business Intelligence
- Cloud
- Datawarehousing, Databases
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