PyScript PyScript is a framework that allows users to create rich Python applications in the browser using HTML’s interface. PyScript aims to give users a first-class programming language that has consistent styling rules, is more expressive, and is easier to learn. What is PyScript? Well, here are some of the core components: Python in the browser: Enable drop-in content, external file hosting (made possible by the Pyodide project , thank you!), and application hosting without the reliance on server-side configuration Python ecosystem: Run many popular packages of Python and the scientific stack (such as numpy, pandas, scikit-learn, and more) Python with JavaScript: Bi-directional communication between Python and Javascript objects and namespaces Environment management: Allow users to define what packages and files to include for the page code to run Visual application development: Use readily available curated UI components, such as buttons, contain...
Data Science Careers Shaping The Future
1. Data Scientist
Average Salary: $139,840
Typical Job Requirements: Data scientists analyse large amounts of complex raw and processed information to find patterns that will develop organizations and help steer vital business decisions.
2. Machine Learning Engineer
Average Salary: $114,826
Typical Job Requirements: They create data funnels and work on software solutions. They often require strong statistics and programming skills and software engineering knowledge.
3. Machine Learning Scientist(Research Scientist or Engineer)
Average Salary: $114,121
Typical Job Requirements: They research new data approaches and algorithms that will be applied in adaptive systems.
4. Applications Architect
Average Salary: $113,757
Typical Job Requirements: Application architects concentrate on designing the architecture of applications and building components (e.g. user interface and infrastructure). They monitor the behaviour of applications used within a business and their interaction with one another and the users.
5. Enterprise Architect
Average Salary: $110,663
Typical Job Requirements: Enterprise architects are conferred with the responsibility of aligning the company’s ideas with the right technology to help actualize these goals and ideas optimally.
6. Data Architect
Average Salary: $108,278
Typical Job Requirements: They create new database systems, develop ways of improving the performance and functionality of existing systems and provide access to database administrators and analysts.
7. Infrastructure Architect(Cloud Infrastructure Architect)
Average Salary: $107,309
Typical Job Requirements: Ensure optimum functionality of all business systems and support the development of new technologies and system requirements.
8. Data Engineer
Average Salary: $102,864
Typical Job Requirements: Data engineers build and maintain data pipelines which make information accessible for data scientists. They also perform batch or real-time processing on gathered and stored data.
9. Business Intelligence(BI) developer
Average Salary: $81,514
Typical Job Requirements: BI developers design and develop methods to enable business users to find the necessary information to make better business decisions.
10. Statistician
Average Salary: $76,884
Typical Job Requirements: Statisticians work to collect, analyse and interpret data to enable them to identify trends and relationships that can be used to inform organizational decision making.
11. Data Analyst
Average Salary: $62, 453
Typical Job Requirements: Data analysts transform and manipulate large data sets to suit the desired analysis of companies. They also aid in the decision-making process.
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