Python For Data Science Primer Training

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.

📘 Python 🎓 Certification: YES 👥 1453 Enrolled ⏱️ 2 Days 💼 Intermediate Level ⭐ 4.8 | 113 Reviews

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Course Overview

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 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.

Mode of Training

🏫 Classroom 💻 Live Online 🧪 Blended 👨‍👩‍👧‍👦 Private Group

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

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.

Prerequisites

No prior programming experience is required.

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📘 Python For Data Science Primer Outline

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

Still have questions?

Reach out to our learning advisors for personalized guidance on choosing the right course, group training, or enterprise packages.

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What You Get with Microtek Learning

Instructor-Led Excellence

✓ Certified Instructor-led Training
✓ Top Industry Trainers
✓ Official Student Handbooks

Measurable Learning Outcomes

✓ Pre- & Post-Training Assessments
✓ Practice Tests
✓ Exam-Oriented Curriculum

Real-World Skill Building

✓ Hands-on Activities & Scenarios
✓ Interactive Online Courses
✓ Peer Collaboration (Not in self-paced)

Full Support & Perks

✓ Exam Scheduling Support ^*
✓ Learn & Earn Program ^*
✓ Support from Certified Experts
✓ Gov. & Private Pricing ^*

Our Clients

For over 10 years, Microtek Learning has helped organizations, leaders, students and professionals to reach their maximum potential. We have led the path by addressing their challenges and advancing their performances.