Why learn Statistics for Data Science?
Why learn Statistics for Data Science?
Build a strong base
Having a strong foundation in statistics would come in handy whether you are interested in data science, want to make better business decisions, or something else!
Popularity
Companies large and small are betting big on using data to drive business decisions. No wonder the demand for data science roles has gone through the roof with 10LPA+ as the average salary according to Glassdoor.
You love it
A day full of discovering patterns in data, exploring relationships between different factors, and asking questions throughout is your idea of doing what you love!
Industry recognized certificate
Industry recognized certificate
100,000+ companies use Internshala for hiring every year. So a certificate from Internshala is recognized everywhere.
What placement assistance will you receive?
What placement assistance will you receive?
Free Placement Prep Training
Learn how to build your resume, make great applications, and ace your interviews.
Curated internships & jobs
Get internships and fresher jobs as per your preference in your inbox.
Get highlighted on Internshala
Top performers will be highlighted in their internship & job applications on Internshala.
How will your training work?
Learn concepts
Go through training videos to learn concepts
Test yourself
Test your knowledge through quizzes & module tests at regular intervals
Hands-on practice
Get hands on practice by doing projects
1:1 doubt solving
Get your doubts solved by experts through Q&A forum within 24 hours
Take final exam
Complete your training by taking the final exam
Get certified
Get certified in Statistics for Data Science upon successful completion of this training.
Training syllabus
82 video tutorials
2 projects
After completing the training, you can also download videos for future reference
Introduction to Python
4 Topics
2 Demo videos inside
Getting started with python
Programming foundations
Numpy
Pandas
Introduction to statistical data analysis
4 Topics
1 Demo video inside
Introduction
Visualizing data
Univariate analysis
Bivariate analysis
Probability distributions
4 Topics
Introduction to probability
Random distributions
Continuous random distributions
Sampling distributions
Hypothesis testing - 1
3 Topics
Hypothesis testing
Test of means
Test of proportions
Hypothesis testing - 2
2 Topics
One way anova
Two way anova
What projects will you build?
Nutritional fact analysis
Analyze the nutritional facts such as calories, fat, carbs, and fiber of each item in the menu of a popular coffee chain.
Diamond price prediction
Using the knowledge of linear regression, study the historical market data and evaluate the impact of different variables to predict the market price of diamonds.
Your teachers
Have more questions?
Q. What are the prerequisites for the training?
There are no prerequisites for this training as it is of beginner level. Everything that you need to know about Statistics for Data Science would be taught to you from scratch.
Q. Do I need to have a laptop or desktop to do the training or can I do it on mobile too?
You can watch the videos and take quizzes & tests on any device including mobile. However, for assignments and practice, use of desktop or laptop is required.
Q. How do I get access to Jupyter Notebook?
Jupyter Notebook is available for download for free from the official Jupyter website.
Q. When can I start the training?
You can choose your preferred batch date while signing up for the training program and start accordingly.
Q. What will be the timings of the training?
As this is a purely online training program, you can choose to learn at any time of the day and for as much time as you want. We will recommend a pace to be followed throughout the program, but the actual timings and learning hours are in your hands.
Q. What is the training duration or what does 8 weeks access to the platform mean?
From your batch start date, you will have access to training’s content (videos, quizzes, tests, assignments, projects etc.) in the platform for 8 weeks with-in which you should be able to complete your training.
Q. How much time should I spend on the training every day to be able to complete it in 8 weeks?
As this is a purely online training program, you can choose to spend as much time as you want per day and the more time you spend, sooner you would be able to complete the training. However, on an average, spending 1-2 hours per day should be sufficient for you to complete the training in 8 weeks. Some students also choose to devote more time on the weekends in case they are not able to give time on the weekdays.
Q. What if I’m not able to complete my training in 8 weeks?
Don’t worry! If for some reason, you are not able to complete the training in 8 weeks; we would extend your access to the platform for sufficient duration (maximum upto another 8 weeks) so that you can complete it.
Q. What are the benefits of 8 weeks access?
Having 8 weeks access ensures you have a deadline to work with and are able to complete the training. It also helps you beat procrastination and maintain continuity in your studies which is why Internshala Trainings students have some of the best training completion rates in the industry.
Q. What will happen when my 8 weeks access is over?
If you have completed the training, you would be able to download the training content and have lifetime access to it for future reference.
If you are not able to complete the training in given 8 weeks, we would extend your access to the platform for sufficient duration (maximum upto another 8 weeks) so that you can complete it.
If you are not able to complete the training in given 8 weeks, we would extend your access to the platform for sufficient duration (maximum upto another 8 weeks) so that you can complete it.
Q. Will I be able to download the study material?
Yes, you would be able to download the training content and have lifetime access to it for future reference.
Q. Will I be getting a hard copy of the certificate?
No, you will be only getting a soft copy of the certificate which you can download and print out if required.
Q. What placement assistance will I receive from Internshala as part of the training?
- You will receive free access to Placement Preparation Training on the platform which covers resume writing, cover letter writing, how to search and apply for internships and jobs on Internshala, and interview preparation. This training comes with a lifetime access meaning you can use it later also if you are not applying for internships right now.
- Access to curated internships and jobs related to the training - after completing the training, you would receive a list of handpicked internships every week that you can apply to as per your preference.
- Top performers will be highlighted in their jobs and internships applications on Internshala - if you are a top performer in the training, your achievement will be added to your Internshala profile and shown to the employers when you apply to internships and jobs in that domain.
Q. What is the criteria to be a top performer in the training?
When you score >= 90% in the final test, you will be a top performer and you will get highlighted in your internship and job applications.
Q. Does Internshala Trainings guarantee an internship or job placement?
While many of our students have found their desired internships or jobs after completing their training, Internshala Trainings does not guarantee an internship or job. However, if you study sincerely (including doing exercises, assignments, and projects) and make good use of our placement assistance feature, it will become easier for you to get a placement using the skills learned in the training.
Q. Is the Internshala Trainings certificate recognized in the industry?
More than 100,000 companies use Internshala to hire interns and jobseekers and hence they will recognise a certificate from Internshala when they see one on your resume. However, please note that more than the certificate, companies hire candidates based on their skills and their performance in the interview so we hope you do a good job of learning the skill in the training and preparing for the interview using our placement assistance feature.
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You could try making the payment from a different card or account (of a friend or family). Otherwise, you can follow the instructions on how to make an offline payment here.
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Just let us know your registered email id along with the screenshot of the payment receipt or transaction history. You can submit your request using the using the "Need further assistance?" section. Once verified, the additional amount you paid will be refunded.
Q. The payment shows failed but money got deducted? What should I do now?
The amount deducted will come back to your account within 7-10 working days. This is the normal duration your bank will take to credit the amount back into your account.
Q. The payment was successful but it still shows ‘Make Payment’ on my dashboard? What should I do?
At times, there may be a slight delay in your payment reflecting on your Internshala Trainings dashboard. However, if your payment is not reflecting even after 30 minutes, please let us know your registered email id along with the screenshot of the payment receipt or transaction history. You can submit your request using the using the "Need further assistance?" section. Once verified, we will update your payment status from the backend.
