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Sandra Machon
Sandra Machon

426 Followers

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Oct 12

Hypothesis Testing Made Easy: Understanding P-values, Significance Levels, and Type I & Type II Errors

Hypothesis testing is a fundamental statistical concept that helps us make informed decisions based on data. Whether you’re a data scientist, a researcher, or simply interested in understanding the world around you, grasping the basics of hypothesis testing is incredibly valuable. …

Data Science

5 min read

Hypothesis Testing Made Easy: Understanding P-values, Significance Levels, and Type I & Type II…
Hypothesis Testing Made Easy: Understanding P-values, Significance Levels, and Type I & Type II…
Data Science

5 min read


Oct 2

Crafting a Winning Data Scientist CV: Insider Tips from a Hiring Manager

In my current role as a Data Scientist, I unexpectedly found myself in charge of recruitment for a new team member. It was my first time taking on this responsibility, and as I sifted through the hundreds of CVs that flooded my inbox, I couldn’t help but notice a pattern…

Data Science

6 min read

Crafting a Winning Data Scientist CV: Insider Tips from a Hiring Manager
Crafting a Winning Data Scientist CV: Insider Tips from a Hiring Manager
Data Science

6 min read


May 26

Considering a Career Change to Data Science? Prepare Yourself for These Key Challenges

Transitioning to a career in data science can be an exciting and rewarding journey. I’ve done it a couple of years ago and it seems that the popularity of Data Science has only increased! However, it’s not without its challenges (especially if you’re transitioning from a non-IT background). From the…

Data Science

6 min read

Considering a Career Change to Data Science? Prepare Yourself for These Key Challenges
Considering a Career Change to Data Science? Prepare Yourself for These Key Challenges
Data Science

6 min read


May 12

Statistical Tests for Data Scientists: A Practical Guide with Code Examples

Statistics are an integral part of data analysis across various industries. In data science, you’ll use statistical tests to learn about your data, test your hypothesis or pick the best features for your model. Statistical tests allow data scientists to determine whether observed differences or relationships in data are likely…

Statistics

9 min read

Statistical Tests for Data Scientists: A Practical Guide with Code Examples
Statistical Tests for Data Scientists: A Practical Guide with Code Examples
Statistics

9 min read


Mar 8

Empowering Diversity in Data Science: Must-See Resources Created by Women!

As the demand for data-driven decision-making continues to grow, the lack of diversity in the tech industry becomes increasingly concerning. Women and minorities remain underrepresented in data science roles, leading to a narrow range of perspectives. If you follow news about technology, you’ve probably heard about self-driving cars that can’t…

Data Science

5 min read

Empowering Diversity in Data Science: Must-See Resources Created by Women!
Empowering Diversity in Data Science: Must-See Resources Created by Women!
Data Science

5 min read


Feb 27

6 Statistical Terms I wish I knew before starting my first Data Science Job

As a data scientist, understanding statistical concepts is crucial to making informed decisions about data analysis and modelling. Unfortunately, crucial terms and techniques are often not covered in traditional academic coursework or training programs. This can leave new data scientists feeling unprepared for the complex and varied tasks they are…

Data Science

9 min read

6 Statistical Terms I wish I knew before starting my first Data Science Job
6 Statistical Terms I wish I knew before starting my first Data Science Job
Data Science

9 min read


Feb 17

Data Science and Cover Letters — What to write when you don’t have any DS experience?

Writing cover letters was always the task I dreaded the most when applying for jobs. The idea of “selling myself” felt uncomfortable, and I never knew what to write about. Since I had no prior experience in data science, advice such as “outline how the company benefited from your model”…

Cover Letter Tips

4 min read

Data Science and Cover Letters — What to write when you don’t have any DS experience?
Data Science and Cover Letters — What to write when you don’t have any DS experience?
Cover Letter Tips

4 min read


Sep 23, 2022

10 Lessons from my First Year as a Data Scientist (transitioning from academia)

It’s been a little over a year since I left my research job to take up a role in the industry. When I first started searching for data science jobs, I was surprised at how many companies were looking for one. It seemed like every company was trying to hire…

Data Science

7 min read

10 Lessons from my First Year as a Data Scientist (transitioning from academia)
10 Lessons from my First Year as a Data Scientist (transitioning from academia)
Data Science

7 min read


Apr 6, 2022

Data Science Portfolio — Practical Guide to starting your website with Jekyll and Github Pages

Data Science remains one of the most sought after fields. However, since this profession is becoming more and more popular, it gets difficult to stand out (especially if you don’t have any IT experience). One of the things you can do to get noticed is work on personal projects. Sharing…

Data Science

8 min read

Data Science Portfolio — Practical Guide to starting your website with Jekyll and Github Pages
Data Science Portfolio — Practical Guide to starting your website with Jekyll and Github Pages
Data Science

8 min read


Published in

MLearning.ai

·Jan 19, 2022

8 hacks that helped me get my first Data Science job (without IT experience or degree in Computer Science)

Introduction Searching for a first job in Data Science is difficult. The market is becoming more and more saturated with juniors and it’s harder to stand out. A few months ago I was in the same situation. I was trying to figure out how to optimise my chances to get noticed…

Data Science

8 min read

8 hacks that helped me get my first Data Science job (without IT experience or degree in Computer…
8 hacks that helped me get my first Data Science job (without IT experience or degree in Computer…
Data Science

8 min read

Sandra Machon

Sandra Machon

426 Followers

Data Scientist at Elvie, based in Windsor, UK 👩 💻 www.sandramachon.com

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