Learn Data Science from the Best Tutors
Affordable fees 1-1 or Group class Flexible Timings Verified Tutors Search in
Asked by Ankit Last Modified
Answer 
BEPEC
The general impression is that there is a heavy maths and statistics in data science. That is not true. The secret is that on application side the maths and statistics are minimal. Don't believe me.
Look at the following code for digit classification. There is zero maths.
from keras import models
from keras import layers
network = models.Sequential()
network.add(layers.Dense(16, activation=’relu’, input_shape=(28 * 28,)))
network.add(layers.Dense(16, activation=’relu’))
network.add(layers.Dense(10, activation=’softmax’))
network.compile(optimizer=’rmsprop’,loss=’categorical_crossentropy’, metrics=[‘accuracy’])
This is an example of deep learning code in Keras. All the maths is being taken care by Keras API. The point is that one needs maths to get a intuition of what is happening inside the algorithm but one would not need to code the mathematical parts. To draw parallels one uses indexes in database but one does not code the index logic.
read less
View 1 more Answers
Related Questions
Is that possible to do machine learning and Data science course after B.com, MBA Finance and marketing students and how is career growth?
What is difference between data science and SAP. Which is best in compare for getting jobs as fast as possible
Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com
Ask a QuestionRelated Lessons
Recommended Articles
Top 5 Skills Every Software Developer Must have
Software Development has been one of the most popular career trends since years. The reason behind this is the fact that software are being used almost everywhere today. In all of our lives, from the morning’s alarm clock to the coffee maker, car, mobile phone, computer, ATM and in almost everything we use in our daily...
Read full article >
Why Should you Become an IT Consultant
Information technology consultancy or Information technology consulting is a specialized field in which one can set their focus on providing advisory services to business firms on finding ways to use innovations in information technology to further their business and meet the objectives of the business. Not only does...
Read full article >
Learn Microsoft Excel
Microsoft Excel is an electronic spreadsheet tool which is commonly used for financial and statistical data processing. It has been developed by Microsoft and forms a major component of the widely used Microsoft Office. From individual users to the top IT companies, Excel is used worldwide. Excel is one of the most important...
Read full article >
Make a Career as a BPO Professional
Business Process outsourcing (BPO) services can be considered as a kind of outsourcing which involves subletting of specific functions associated with any business to a third party service provider. BPO is usually administered as a cost-saving procedure for functions which an organization needs but does not rely upon to...
Read full article >
Looking for Data Science Classes?
Learn from the Best Tutors on UrbanPro
Are you a Tutor or Training Institute?
Join UrbanPro Today to find students near youThe best tutors for Data Science Classes are on UrbanPro
The best Tutors for Data Science Classes are on UrbanPro
8
