Is it possible to become a data scientist if you are not good at math or statistics?

Asked by Last Modified  

3 Answers

Follow 3
Answer

Please enter your answer

yes it is possible
Comments

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 modelsfrom...
read more
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 modelsfrom 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
Comments

Online& Offline Tutor @ home

python,machine learning and artificial intelligence...these are the things u should know...do course in all these.if you have the ability to think creative.. then yes u r on the right track...
Comments

View 1 more Answers

Related Questions

Digital Marketing vs Data Science: Which has a more fruitful career?

After Covid, the below-mentioned jobs below would have more demand in the future. Digital Marketing Website Development Copy Writing & Content Writing Social Media Marketing Graphics Designing Video Editing Blogging Translation
Ranjit

I want to get into data science but I dont have any prior knowledge on any of the programing languages, how do I go about it?

Easiest way to get started is with simlpe tools like excel and regression. Doesn't require programming language, basic maths and statistics would suffice to get the grasp at beginner level. Next, more...
Likith
I have 2+ yrs working experience in BI domain. Can I pursue Data science for a job change? Will I get Job opportunity as per my experience or not in field of data science? R or python what to chose?
Hi Asish you can choose R or Python selecting programming tools is not criteria learning Deep Analytics is most important you should focus on Mathematicsfor (classification algorithms) statistics(EDA...
Asish
0 0
8

Which is the best institute or college for a data scientist course with placement support in Pune?

Reach out to me I have completed my PGDBE and I am aware of it can guide you for proper course.
Priya
What are the topics covered in Data Science?
Data science includes: 1. **Statistics**: Basics of analyzing data.2. **Programming**: Using languages like Python or R.3. **Data Wrangling**: Cleaning and organizing data.4. **Data Visualization**: Making...
Damanpreet
0 0
6

Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com

Ask a Question

Related Lessons

Principal component analysis- A dimension reduction technique
In simple words, principal component analysis(PCA) is a method of extracting important variables (in form of components) from a large set of variables . It extracts low dimensional set of features from...

What is Logistic Regression Model ?
Logistic regression is a form of regression which is used when the dependent is a dichotomy (yes or no) and the independents of any type (either continuous or binary). Logistic regression can be used...

R vs Statistics
I frequently asked the below question from my students: 'Do I You need Statistics to learn R Programming?' The answer is, NO. If you want to learn R programming only, Stat is not required. You can be...

Just start with confidence for data science
Everyone now speeds up to attend data science classes and parallelly bother about their success. A constant thought remains in their that that whether they would be good at that or not. First of all, let...

Market Basket Analysis
Market Basket Analysis (MBA): Market Basket Analysis (MBA), also known as affinity analysis, is a technique to identify items likely to be purchased together. The introduction of electronic point of sale...

Recommended Articles

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 >

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 >

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 >

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 you