Best Resources to Learn and Teach Data Science in High School
As per a report by Education Week, nearly 3000 students take data science as their extracurricular activity in the Southern California region in the USA. The course is a high school level data science certification program. Further, it introduces students to one of the quickly developing industries across the globe. Moreover, as per LinkedIn 2020 report on emerging occupations data scientist was on the 3rd rank.
Additionally, as per a recent Gallup Poll, most High school graders’ parents showed interest in adding computer science skills to their kids’ courses. Though educators can take the best data science certification online, for teaching students, they need to use resources that are suitable for high school grades. Hence here, we will look into some of the best resources for students and teachers to learn data science.
But, first, we will understand what data science is and its significance.
What is data science?
Data science is the domain that involves procedures like analysis of large amounts of data, mining, and other programming processes.
Data science-based procedures are beneficial for multiple organizations as it provides them valuable insights on business. Further, with all these skills, students can make a great career in the data science space. In addition to this, they will be able to attend advanced data science certification in the future.
What Does a Data Scientist Do?
Data scientists are essential assets in today’s tech world. They have essential roles across industries ranging from IT to the Food Industry. Usually, the individuals with the best data science certification are data-driven professionals. Moreover, with their high-level technological abilities, they are fully capable of creating complex computing algorithms. For businesses, they work by extracting valuable insights and data from massively available data. Hence, building data science skills in children at a young age will be highly beneficial for their future careers.
Resources for learning and teaching data science to students:
UCLA and LAUSD expert courses:
These introduce students to data science in the perfect way. Apart from a uniquely designed data science curriculum, students can access lab slides within the course. Furthermore, the lessons meet some of the common core state standards. These standards are set for High school statistics and probability. Further, teachers can opt for the best data science certification online to get that knowledge on the subject before teaching it to students.
Bootstrap World:
This course provides a complete data science-based curriculum for students. Furthermore, the chapter planning and course was coursework material prepared explicitly for High school graders. Apart from the regular material, it also provides a workbook for students and slide presentations. Its creative approach is engaging and easy to learn. Moreover, Bootstrap modules align with the best data science certification standards with CSTA K-12 and Common Core.
Data Nuggets:
Here, the resource has many batches of classroom activities related to scientific research projects. The primary intent of these projects is to teach students how to analyze data. Moreover, students also learn techniques to explore and identify patterns. For high school teachers, level 3 is a perfect lesson to start.
Databasic.io:
It is a toolkit that explains the underlying concept of working with data. Further, this includes the analysis of data networks with ConnectTheDot and spreadsheets with WTFcsv. However, using this toolkit will get a well-detailed guide on each tool it provides. This proves to be one of the best resources for students to learn data science.
Knowledge @ Wharton High School:
It is a youth program that the Wharton School of the University of Pennsylvania runs. In its coursework, you will find mathematics and other problem-solving chapters. Usually, its chapters are business-centric. Also so it maintains BIS standards of
National Business Education Association.
National Geographic Resource Library:
With this research, children in the grades from 9th to 12th can learn data science. Further in this resource, teachers get a variety of domains to choose from. It includes data from geography, earth science, and US history. Science teachers can easily pick out their subject area. Also so they can get help from the compiled and carefully selected list by the research itself: National geographic education.
National Oceanic and Atmospheric Administration:
It comprises chapters and lessons for data resources that are classroom-friendly. Further, it has multiple activities and curriculum that assist students in exploring the oceanic and NOAA atmospheric data. Additionally, educators can find a teacher reference page with chapters that comprises a rundown of national standards that particular activity fulfills.
The Concord Consortium:
It is the best place to learn dynamic data science. It uses an accessible common online data analysis platform to formulate classroom activities. Also, the platform is free to use. You don’t have to pay any fee information from there. The Concord Consortium is a nonprofit.
Readings and news resources that you can consider:
Finding Stories with Spreadsheets:
The author of this book is Paul Bradshaw. It is a book that contains an overview of interviewing data in Excel. Also, with this book, readers can learn essential data science basics. This includes valuable formulas, patterns identification in data sets, and multiple strategies and shortcuts.
How to Lie with Statistics:
Darrell Huff is the writer behind this excellent book. While going through the book contents, you will find the infamous techniques and methods for statistics. Interestingly, the author talks about how individuals can use data to confuse and deceive others.
Closing Thoughts
These are some of the best resources educators can use to teach their high school students data science. Additionally, educators can boost their knowledge by taking any of the best data science certification training. Doing so would be a better idea as educators will have clear concepts on the subject. Further, this will help them to teach data science to the students in more effective ways.
If you are keen to learn more about such subjects, then check out the Global Tech Council. You will get extensive content on various informative subjects.
