SHapley Additive exPlanations or SHAP : What is it ?
SHapley Additive exPlanations, more commonly known as SHAP, is used to explain the output of Machine Learning models. It is based on Shapley values, which use game theory to assign credit for a model’s prediction to each feature or feature value. The way SHAP works is to decompose the output of a model by the […]
How to Become a Data Analyst in Canada: Step-by-Step Guide
There’s no better time to ask yourself how to become a data analyst in Canada. The Data environment is exploding worldwide, with quintillion bytes of data generated each day. This causes the appearance of new jobs and career path for all people interested in this sector. Data analytics is a field full of job opportunities, […]
SciPy: All about the Python Machine Learning library
The Python language is widely used in the field of Data Science. Its popularity is notably linked to its various libraries dedicated to data analysis, such as SciPy and Numpy. What is SciPy? SciPy (Scientific Python) is an open-source library dedicated to complex mathematical calculations or scientific problems. It was created in 2001 by Travis […]
Data Analysis: Definition, use of cases and tools
Data Analysis is increasingly used in companies in all sectors. Find out everything you need to know about it. Thanks to digital technologies, companies now have access to vast amounts of data. Understanding and analyzing this information is a valuable asset. Data Analysis is the process of cleaning, transforming, and modeling data. The objectives? To […]
Linux: Why is it the most liked OS for developers?
When we talk about Linux, it usually implies a need to learn development, to become skilled on this operating system, and can therefore be scary. But is this really justified? This is what we will try to decrypt in this article. What is Linux? Linux is a Unix-like operating system based on the Linux kernel. […]
Average Data Analyst Salary in Canada in 2023
Canada’s economy is one of the fastest-growing in the world in recent years. As a result, tech companies have headquarters in the country’s major cities. The demand for data analysts has skyrocketed. According to Glassdoor, the average salary for a data analyst in Canada is $64,970, with an average additional cash compensation around $4,850. In […]
Average Data Scientist Salary in Canada in 2023
Data scientists are among the most sought-after profiles on the Canadian job market at the moment. This implies a very competitive salary for professionals in the sector. According to the barometer of the job platform Glassdoor, the average salary of a data scientist in Canada in 2023 is $91,200 per year. This salary is a […]
Education voucher: How to finance your courses in Data Science?
What is an education voucher? An education voucher is financial support from the Employment Agency or the Job Centre if you want to undertake further professional training or retraining. This means that 100% of the costs are covered by the employment agency. The education voucher is intended to help you complete further education or retraining […]
