Hands On Training

Writing Efficient Python Code

Name: Writing Efficient Python Code
Brand: Careervira
Price: 71 USD
Availability: InStock
Rating: 5.0 (3 reviews)

DataCamp

(3)

Course Report

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Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Data scientists should spend their time extracting actionable insights from data and not waiting for the code to finish running. This will allow you to reduce the time it takes to run your Python code, and also save computational resources. This will enable you to pursue your passions in Data Scientist. This course will show you how to make your code faster, cleaner, more efficient, and take advantage of Python's built-in data structures, functions, and modules. How to time and profile code to find bottlenecks. Then, you'll practice eliminating bottlenecks using Python's Standard Library or NumPy. After completing this course, you will be able write Python code efficiently.

Highlights

Pedagogy

Top 30 Percentile

Rating & Reviews

Top 30 Percentile

Parameters

Pedagogy

Acquire all major Python Programming skills in this course for seamless integration into your daily life. Develop a versatile skill set, allowing you to confidently apply what you've learned in various practical scenarios, enhancing your daily experiences and overall proficiency. An exceptional course in Python Programming, this stands out for its Self Paced learning approach. Learners have the flexibility to progress at their own speed, tailoring the experience to their individual needs.

Rating & Reviews

This highly acclaimed course is among the top-rated in Python Programming, boasting a rating greater than 4 and an overall rating of 5.0. Its exceptional quality sets it apart, making it an excellent choice for individuals seeking top-notch learning experience in Python Programming.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Data Types for Data Science in Python

Python Data Science Toolbox (Part 2)

What You Will Learn

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid unnecessary overhead

In this course, you'll learn how to use Python's built-in data structures, functions, and modules to write cleaner, faster, and more efficient code

Then, you'll practice eliminating these bottlenecks, and other bad design patterns, using Python's Standard Library, NumPy, and pandas

Course Content

Expand all sections

Module 1: Foundations for efficiencies

Module 2: Timing and profiling code

Module 3: Gaining efficiencies

Module 4: Basic pandas optimizations

Course Instructors

Logan Thomas

Scientific Software Technical Trainer, Enthought

Logan is a member of the Technical Training team at Enthought an organization that provides digital transformation, software consulting, and training services to individuals and companies worldwide. ...

Course Reviews

Average Rating Based on 3 reviews

5.0

100%