Python For Data Science Primer Training

Category

Python

Rating
4.8
(4.8)
Price

$1459
Per Participant

Course Description

Microtek Learning's Python for Data Science Primer technical training introduces data analysts, business analysts, and anyone interested in data science to the python programming language. This course aims to provide a basic understanding of the core ideas of the python program. Acts as a bridge that connects professionals with in-depth training and actual-world practice. Acquiring the course will introduce a quick overview of Python. Professionals will also get a demonstration of both the python types. One is script-based Python, and the other one is notebook-based Python. After learning the basics, the professional will jump to the essentials of pythons vital for a data scientist.

Prerequisites for this training

No prior programming experience is required.

Who should attend this course?

Business Analysts, Data Analysts, and anyone interested in data science who is comfortable working with numerical data in Excel or other spreadsheet environments.

Schedules

  • Virtual Live Training

Jul 17, 2023

9:00 am - 5:30 pm EST
Online
  • Virtual Live Training

Sep 11, 2023

9:00 am - 5:30 pm EST
Online
  • Virtual Live Training

Nov 13, 2023

9:00 am - 5:30 pm EST
Online
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What you will learn

This course has a 50% hands-on labs to 50% lecture ratio with engaging instruction, demos, group discussions, labs, and project work.

  • How to work with Python interactively in web notebooks
  • The essentials of Python scripting
  • Key concepts necessary to enter the world of Data Science via Python

Curriculum

  • Why Python?
  • Python in the Shell
  • Python in Web Notebooks (iPython, Jupyter, and Zeppelin)
  • Demo: Python, Notebooks, and Data Science
  • Using variables
  • Built-in functions
  • Strings
  • Numbers
  • Converting among types
  • Writing to the screen
  • Command line parameters
  • About flow control
  • White space
  • Conditional expressions
  • Relational and Boolean operators
  • While loops
  • Alternate loop exits
  • About sequences
  • Lists and list methods
  • Tuples
  • Indexing and slicing
  • Iterating through a sequence
  • Sequence functions, keywords, and operators
  • List comprehensions
  • Generator Expressions
  • Nested sequences
  • Working with Dictionaries
  • Working with Sets
  • File overview
  • Opening a text file
  • Reading a text file
  • Writing to a text file
  • Reading and writing raw (binary) data
  • Defining functions
  • Parameters
  • Global and local scope
  • Nested functions
  • Returning values
  • Sorting
  • Exceptions
  • Importing Modules
  • Classes
  • Regular Expressions
  • Math functions
  • The string module
  • Working with dates and times
  • Translating timestamps
  • Parsing dates from text
  • Formatting dates
  • Calendar data
  • Data Science Essentials
  • Pandas Overview
  • NumPy Overview
  • SciKit Overview
  • MatPlotLib Overview
  • Working with Python in Data Science
  • With Microtek Learning, you’ll receive:

    • Certified Instructor-led training
    • Industry Best Trainers
    • Official Training Course Student Handbook
    • Pre and Post assessments/evaluations
    • Collaboration with classmates (not available for a self-paced course)
    • Real-world knowledge activities and scenarios
    • Exam scheduling support*
    • Learn and earn program*
    • Practice Tests
    • Knowledge acquisition and exam-oriented
    • Interactive online course.
    • Support from an approved expert
    • For Government and Private pricing*

    * For more details call: +1-800-961-0337 or Email: info@microteklearning.com

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    Our Clients

    For many years, Microtek Learning has been helping organizations, leaders, and professionals to reach their maximum performance by addressing the challenges they are facing.

    • 300+ enterprise clients
    • 100,000+ professionals trained
    • Service 70 of the Fortune 100
    • 96% of our clients would recommend us
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    Course Details

    • Start Date: Jul 17, 2023
    • Duration: 2 Days
    • Skill Level: Intermediate
    • Certification: Yes
    • Enrolled: 1453
    • Price: $1459
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