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Showing posts with label Data Science. Show all posts
Showing posts with label Data Science. Show all posts

3 Secrets I learned working as a Machine Learning Engineer

data science tools in demand
Doing certifications is not enough, you need to do some hands-on (no, this is not one of the secrets). So, even though I was a trained Machine Learning Engineer, until I started working with CloudxLab I didn't know these 3 secrets which every Machine Learning Engineer and Data Scientist should know.

Learn DevOps for Free during January 2021!

free devops machine learning course
Earlier this month, CloudxLab started a great initiative called #NoPayJan. They made some of their most popular courses completely free of cost, just for the month of January 2021!

Online Course on Introduction to R Programming and Data Analytics by IIT Kharagpur

best online data analytics course
The Vinod Gupta School of Management, Indian Institute of Technology (IIT), Kharagpur is organizing an online, short term, weekend course on Introduction to R Programming and Data Analytics from November 7 to 27, 2020. Anyone can enroll for this course, and since this course will be conducted during the weekends it would be easier for someone who is working during the weekdays, or have regular classes, to be able to complete this course without disturbing their regular schedule.

Save yourself hours of Data Analysis with this single line of Python code

eda made easy with pandas-profiling
I am sure you have heard of "work smart, not hard." But did you know how to apply it in real life when you are doing Exploratory Data Analysis (EDA) on a dataset?

Uncomplicate Python EDA with this Pandas GUI

gui for pandas
Is Data Science really just for the technical staff? A question that plagues almost every organization thinking about upskilling the digital literacy of their employees. And the simple answer is, No.

Jupyter Book Revamped

jupyter book new features
Jupyter Book is an open-source project created for those developers/researchers who build creative, visually appealing, publication-quality books, websites, and documents from source material that contains computational content. Yesterday, on September 13th, Chris Holdgraf announced that Jupyter Book is getting a new makeover.

All You Need to Know about Data Mining Pipelines

Data Mining Pipeline

Data mining is a process of collecting, cleaning, processing, analyzing and gaining useful insights of the data.
In present era, almost all automated processes like financial modelling, IoT, recommendation in retail marketing, use data. Data is mostly available in unstructured form that means it’s not possible to gain any insight from the data directly. That’s why data mining is needed to extract useful information from data. Through data mining, data is converted into one structured format so that it can be used more efficiently.

Machine Learning Roadmap 2019

Machine Learning Roadmap 2019

With so many resources available online, people often gets confused as to where to start their journey on Machine Learning. And then there are those who are not from a Mathematics or CS background, they love to stick to creating models in their browsers. But if you want to build a career in Machine Learning, you cannot escape the clutches of Mathematics or programming. What to do then? Simple, follow this Machine Learning roadmap, use it as a guide, or as a stepping stone to build your career in Machine Learning.

Learn Alteryx with these Free Tutorials and Resources

Alteryx Tutorial for Beginners

You would find tons of free resources scattered all over the internet if you want to learn something new like Tableau, PowerBI, or Machine Learning. But if you want to learn Alteryx, there's hardly any. So I have curated a list of resources which would help you learn Alteryx for free!

Build a Machine Learning Model from your Browser

Build a Machine Learning Model

Not all of those who want to pursue a career in Machine Learning are from a Mathematics background. That is also one of the main reason they turn their back on Machine Learning. Afraid not, now you can create Machine Learning models right from your browser, without having any knowledge of Mathematics!

250+ Machine Learning and Deep Learning Resources (Courseware and Lecture Videos)

250+ Machine Learning and Deep Learning Resources, Videos

Whether you are starting with Machine Learning or Deep Learning, or you are a Data Scientist looking into a specific field of study, gathering resources is a pain. Wouldn't it be great if you had all the resources at your fingertips?