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Aayush Ostwal
Aayush Ostwal

149 Followers

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Published in Nerd For Tech

·Pinned

SSH: Architecture, Configuration, And Applications (SSH, SCP, SFTP, Tunneling)

Even BitBucket is now using the power of SSH by enabling APP Passwords — Content The following topics will be covered in this article. - Bitbucket Use Case for SSH - Why Bitbucket Usecase? - SSH: Secure Shell Protocol - SSH: Architecture - Terminology - Key-pair - Architecture - SSH: Applications - Login into Terminal - File transfer using SCP and SFTP - Port Forwarding

Ssh

7 min read

SSH: Architecture And Applications (SSH, SCP, SFTP, Tunneling or Port Forwarding)
SSH: Architecture And Applications (SSH, SCP, SFTP, Tunneling or Port Forwarding)
Ssh

7 min read


Published in Towards Data Science

·Pinned

14 Data Visualization Plots of Seaborn

Tools for the cops who investigate data and extract information and trends from it. — Data Visualization plays a very important role in Data mining. Various data scientist spent their time exploring data through visualization. To accelerate this process we need to have a well-documentation of all the plots. Even plenty of resources can’t be transformed into valuable goods without planning and architecture. …

Data Science

7 min read

14 Data Visualization Plots of Seaborn
14 Data Visualization Plots of Seaborn
Data Science

7 min read


Published in ILLUMINATION

·Feb 11

When To Publish on Medium — Statistical Explained !!!

Let's get some statistical results for when the viewers are most active on medium — Finally, I put all my learnings over the past few months together to answer the question, “When to Publish on Medium?” I guess this question is not much of importance, but having more views motivates you to write more… Human Psychology! I have been publishing stories on the medium for…

Medium

3 min read

When To Publish on Medium — Statistical Explained !!!
When To Publish on Medium — Statistical Explained !!!
Medium

3 min read


Jul 13, 2022

Optimizing Web Scraping from 15 Hours to 3 minutes.

Web Scraping is a pool to learn about full-stack development. How an API works? What happens when I hit a URL? How does content on my webpage gets loaded? — In a coding interview, while solving a problem, always one follow-up question that the interviewers ask, Can you further optimize the logic? And supposedly, you answered and got the job and BOOOM!! Nobody talks about the optimization of code during product development. And, all you have is a task, you…

Web Scraping

5 min read

Optimizing Web Scraping from 15 Hours to 3 minutes.
Optimizing Web Scraping from 15 Hours to 3 minutes.
Web Scraping

5 min read


Published in Nerd For Tech

·May 23, 2022

How to Organize and Structure Your Code?

These steps can change your perception of writing code! — Let's start with a statistic: GitHub reports having over 73 million developers and more than 200 million repositories!!! That means that coding has become an integral part of our lives. We write lots of lines of code every single day. There are a crazy amount of articles and youtube videos that show how to write…

Code

7 min read

How to Organize and Structure Your Code?
How to Organize and Structure Your Code?
Code

7 min read


Published in Towards Data Science

·Jun 6, 2021

Is making a Good Resume for Data Science Enough?

4 things you must do before any interview. — There is a lot of hustle for making a good resume or CV for any post. And this hustle is justified as your resume is your first impression on the interviewer. It should be neat, clean, readable, and should contain all things you did professionally. While I was researching how…

Data Science

6 min read

Is making a Good Resume for Data Science Enough?
Is making a Good Resume for Data Science Enough?
Data Science

6 min read


Published in Towards Data Science

·Jun 5, 2021

High Variance to High Bias via “Perfection”

Overfitting and underfitting are very common problems and we have specified methods and tools to deal with them. Although, the basic science behind all the methods is the same, and is worth mentioning too. — The Data Science community is awarded many platforms hosting lots of predictive modeling problems. This has simplified the path for beginners to excel and attain proficiency in this field. We are not going to talk about those platforms but talk about something that will let us end our journey at…

Data Science

7 min read

High Variance to High Bias via “Perfection”
High Variance to High Bias via “Perfection”
Data Science

7 min read


Published in Nerd For Tech

·May 29, 2021

Interview Preparation For Data Science

Collected experience of IIT Kanpur students Introduction Data Science, Data Analysis, Business Analyst, Machine Learning, Database Engineer, Deep Learning, Natural Language Processing… you would have heard these terms. And this why you are here! This field is emerging exponentially. There are lots of opportunities, lots of things to learn and explore. …

Data Science

5 min read

Interview Preparation For Data Science
Interview Preparation For Data Science
Data Science

5 min read


Published in Analytics Vidhya

·Apr 13, 2021

How I cracked my Data Science Interview

Experience of IIT Kanpur, one of the prestigious colleges in India — Brief Introduction to my Background I am a final year undergraduate at the Indian Institute of Technology, Kanpur, in the Department of Mechanical Engineering and Minors in the Department of Industrial Engineering and Management. You may find it interesting that belonging to a core field, how I land a job as a Data Scientist. In…

Data Science

5 min read

How I cracked my Data Science Interview
How I cracked my Data Science Interview
Data Science

5 min read


Published in Towards Data Science

·Jan 3, 2021

Five Obstacles faced in Linear Regression

These five obstacles may occur when you train a linear regression model on your data set. — Linear Regression is one of the most trivial machine algorithms. Interpretability and easy-to-train traits make this algorithm the first steps in Machine Learning. Being a little less complicated, Linear Regression acts as one of the fundamental concepts in understanding higher and complex algorithms. To know what linear regression is? How…

Data Science

7 min read

Five Obstacles faced in Linear Regression
Five Obstacles faced in Linear Regression
Data Science

7 min read

Aayush Ostwal

Aayush Ostwal

149 Followers

AI Engineer at Qure.ai| Enthusiastic ML practitioner | IIT Kanpur | Drama Lover | Subscribe https://www.youtube.com/channel/UCqq_T7ktsZO62k7CaibgQvA

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