Latest Courses
ISTQB Artificial Intelligence Tester Sample ExamsCheck course
JAVA Programming Online Practice ExamCheck course
Programming for Kids and Beginners: Learn to Code in PythonCheck course
Practice Exams | Codeigniter 4 developer certificationCheck course
WordPress Practice Tests & Interview Questions (Basic/Adv)Check course
Git &Github Practice Tests & Interview Questions (Basic/Adv)Check course
Machine Learning and Deep Learning for Interviews & ResearchCheck course
Laravel | Build Pizza E-commerce WebsiteCheck course
101 - F5 CERTIFICATION EXAMCheck course
Master Python by Practicing 100 QuestionCheck course
ISTQB Artificial Intelligence Tester Sample ExamsCheck course
JAVA Programming Online Practice ExamCheck course
Programming for Kids and Beginners: Learn to Code in PythonCheck course
Practice Exams | Codeigniter 4 developer certificationCheck course
WordPress Practice Tests & Interview Questions (Basic/Adv)Check course
- 50% Applied Data Science COVID-19 data analysis

Data science on COVID-19 / CORONA virus spread data

$9.99Track price

Add your review
Add to wishlistAdded to wishlistRemoved from wishlist 0
Add to compare
8.0/10 (Our Score)
Product is rated as #295 in category Data Science

The goal of this lecture is to transport the best practices of data science from the industry while developing a CORONA / COVID–19 analysis prototype

The student should learn the process of modeling (Python) and a methodology to approach a business problem based on daily updated COVID 19 data sets

The final result will be a dynamic dashboard – which can be updated by one click – of COVID–19 data with filtered and calculated data sets like the current Doubling Rate of confirmed cases

Techniques used are REST Services, Python Pandas, scikit–learn, Facebook Prophet, Plotly, Dash, and SIR virus spread simulations + bonus section Tableau for visual analytics

For this, we will follow an industry–standard  CRISP process by focusing on the iterative nature of agile development

Business understanding (what is our goal)

Data Understanding (where do we get data and cleaning of data)

Data Preparation (data transformation and visualization)

Modeling (Statistics, Machine Learning, and SIR Simulations on COVID Data)

Deployment (how to deliver results, dynamic dashboards in python and Tableau)

Instructor Details

Frank Kienle worked for Blue Yonder from 01/2013 to 09/2017, first as a senior data scientist, later as director data science consulting. Since 10/2017 he is working at Camelot ITLabs and is head of the competence center artificial intelligence and data science. He is convinced that Industry 4.0 marks the beginning of a new era in which a strong combination of modern software methods and traditional engineering education becomes mandatory. His main focus topics are within applied machine learning applications and artificial intelligence systems within enterprise IT systems. Focus is always the value for the customer. Frank Kienle holds a doctorate in electrical engineering and a Habilitation (venia legendi) at the technical university of Kaiserlautern (TUKL), Germany. Since 2014 he gives the lecture 'Introduction to Data Science' at TUKL, Germany (Privat-Dozent).

Specification: Data science on COVID-19 / CORONA virus spread data

Duration

7.5 hours

Year

2021

Level

All

Certificate

Yes

Quizzes

No

13 reviews for Data science on COVID-19 / CORONA virus spread data

4.7 out of 5
10
2
1
0
0
Write a review
Show all Most Helpful Highest Rating Lowest Rating
  1. Thorsten Bernhart

    Highly recommended for every beginner to intermediate data scientist. This course follows a clear path through the world of data science. You can tell, that this guy comes from the industry and has a lot of experience in this field.

    Helpful(0) Unhelpful(0)You have already voted this
  2. AtomosNucleous .

    I recently started exploring Python and the whole Data analysis world. As I am still learning, I was thinking Covid 10 as the primary candidate for my first project. When I found this course I was excited since I was expecting something more systematic than my exploratory approach. I am pleased to find out that 1/5 of the way of this course, it already exceeds my expectations. It is challenging enough for me, and provides new knowledge and tools. But most important it provides a the mentality, the way to approach things with a more business oriented approach. This courses is not for beginners, It is more suited for individuals with already basic knowledge in programming in Python

    Helpful(0) Unhelpful(0)You have already voted this
  3. Christopher Cunnyngham

    Fantastic relevant course! Highly recommend at least low intermediate proficiency with Python.

    Helpful(0) Unhelpful(0)You have already voted this
  4. Sanket S Kulkarni

    Amazing Course

    Helpful(0) Unhelpful(0)You have already voted this
  5. John Joachim

    I took a chance on purchasing this 10 hour course, and I’m glad I did. There are enough anecdotal suggestions peppered into the content to make this a worthwhile presentation one slightly above the advertised start to finish run through of a Business Plan. I was particularly impressed by the very simple yet effective proposal of adding benchmark exponential growth slope lines to the MatPlotlib graphs. A grand suggestion, so thank you for that. [Note: I purchased this Course for the introductory US$9.99 price, so I cannot really speak of its worth per its full price]

    Helpful(0) Unhelpful(0)You have already voted this
  6. Bharat Saxena

    very well structured and well planned content.

    Helpful(0) Unhelpful(0)You have already voted this
  7. Frederick Philip van der Post

    Just starting but the content of the course appears to be what I was hoping it would be

    Helpful(0) Unhelpful(0)You have already voted this
  8. Stephen Galea

    Very good course and shows a typical scenario for a data scientist

    Helpful(0) Unhelpful(0)You have already voted this
  9. Sundarambal B

    YES

    Helpful(0) Unhelpful(0)You have already voted this
  10. Nithya B N

    the way you code is awesome; got to know a lot of things as to how to scrape and get data online

    Helpful(0) Unhelpful(0)You have already voted this
  11. Kevin Miller

    The best practice tips are good!

    Helpful(0) Unhelpful(0)You have already voted this
  12. Ing. Lauro Alvarado Justo

    Excellent, this is one of the few courses that is really worth it, from start to finish well structured, to the point, concise explanation. I was left wanting more instructor courses. The 3 Stars is Just for the low resolution of the videos

    Helpful(0) Unhelpful(0)You have already voted this
  13. Jose M Maisog

    Thus far this course is excellent, and it is at the appropriate level for me.

    Helpful(0) Unhelpful(0)You have already voted this

    Add a review

    Your email address will not be published. Required fields are marked *

    This site uses Akismet to reduce spam. Learn how your comment data is processed.

    Data science on COVID-19 / CORONA virus spread data
    Data science on COVID-19 / CORONA virus spread data

    $9.99

    Price tracking

    Java Code Geeks
    Logo
    Register New Account
    Compare items
    • Total (0)
    Compare