Hands On Training

Parallel Programming with Dask in Python

Name: Parallel Programming with Dask in Python
Brand: Careervira
Price: 149 USD
Availability: InStock
Rating: 5.0 (3 reviews)

DataCamp

(3)

Course Report

Find detailed report of this course which helps you make an informed decision on its relevance to your learning needs. Find out the course's popularity among Careervira users and the job roles that would find the course relevant for their upskilling here. You can also find how this course compares against similar courses and much more in the course report.

Visit Course Report

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

Python is well-known for its ability to perform data analysis and data science. Data scientists consider the greatest limitation of Python to be the requirement that all data must fit into the available memory. Python can only run on one CPU. Data scientists ask, "How can I read and process large amounts of data?" How can I make the most of my computational processing resources? This course will introduce Dask, an Open-Source Parallel Computing Library that allows for analytical computing. With Dask, you can scale up your Python workflows to large datasets directly from your computer.

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 Manipulation with pandas

What You Will Learn

Learn to upscale your Python workflows to efficiently handle big data with Dask

You’ll face two common obstacles: using too much memory and long runtimes

You'll learn the difference between these two task scheduling methods and which one is better under which circumstances

You'll learn how everything you know about NumPy and pandas can easily be applied to data that is too large to fit in memory

Course Content

Expand all sections

Module 1: Lazy Evaluation and Parallel Computing

Module 2: Parallel Processing of Big, Structured Data

Module 3: Dask Bags for Unstructured Data

Module 4: Dask Machine Learning and Final Pieces

Course Instructors

Team Anaconda

Data Science Training

This course was created in collaboration with Anaconda. With over 6 million users, the open source Anaconda Distribution is the fastest and easiest way to do Python data science and machine learning....

Course Reviews

Average Rating Based on 3 reviews

5.0

100%