Advanced Data Science Capstone

BY
IBM via Coursera

Be more advanced in the field of data science with Advanced Data Science Capstone by Coursera.

Lavel

Expert

Mode

Online

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

The Advanced Data Science Capstone certification course is specialized in the field of data science presented by IBM, the course is structured into week dynamics and the syllabus is in accordance with that only. This course will provide an immense Advanced Data Science Capstone training that will be focused on a deep understanding of the huge processing of data, exploration, and data visualization. 

Basically, the course is structurally based on deep learning and machine learning that will help them to be more effective and efficient in solving real-world problems and situations. Candidates need to pass the last assessment that is the project work in order to attain Advanced Data Science Capstone certification by the end of the completion of the course. Candidates can get constant feedback along with every module which can help them to make their fundamentals and basics stronger. 

The Advanced Data Science Capstone online course will assist the applicant in learning and demonstrating an understanding of the characteristics of various algorithms, systems, and technologies, as well as how they affect model efficiency and scalability, which are needed in the data science area. Candidates can apply for the course via an online platform and can submit the assessments via the same model only. 

The highlights

  • Flexible deadlines to submit the assessments 
  • 100% complete Advanced Data Science Capstone online course 
  • Specialized in advanced data science with IBM specialization 
  • Advanced level program 
  • Required at least nine hours to complete 
  • Accompanied with a free trial of seven-days 
  • Self-paced learning options

Program offerings

  • Videos
  • Quiz
  • Assignments
  • Feedback
  • Readings
  • Online
  • Self paced

Course and certificate fees

Advanced-Data Science Capstone fees 

ParticularsFee Amount in INR
Advanced Data Science Capstone (Audit)
Free
Advanced Data Science Capstone - 1 month
Rs.4,086/-
Advanced Data Science Capstone - 3 months
Rs.8,172/-
Advanced Data Science Capstone - 6 months
Rs.12,258/-
certificate availability

Yes

certificate providing authority

Coursera

Eligibility criteria

Certification qualifying details 

In order to clear the Advanced Data Science Capstone certification, the candidate needs to prepare a short video presentation at the end of the completion of the program. 

What you will learn

Data science knowledge

The candidates enrolled in the Advanced Data Science Capstone program will learn the following concepts: 

  • Throughout the Advanced Data Science Capstone certification syllabus, the candidate will focus on the fundamentals that a data science field requires.
  • Candidates format the feature creation procedure into their own applicability with the help of the training. 
  • Model evaluation models will be taught in the middle of the course that will even help the candidate to make their project more effective. 
  • Candidates can do and form documentation using applications of advanced data science on their own after learning the particular course.  
  • More and more regular training will be provided to make candidates more practical emphasized towards the course.  
  • Data sets will be taught at the beginning of the course, candidates can opt for it as a fundamental for the course. 
  • Use case and its application may contain the practical training that will be the part of the project work that candidates need to submit in the last. 
  • ETL will be taught in the middle of the Advanced Data Science Capstone program after building up the fundamentals for the course.  

The syllabus

Module 1: Week 1 - Identify DataSet and UseCase

Video
  • Capstone Introduction
Readings
  • A warm welcome
  • Overview of Architectural Methodologies for DataScience
  • Lightweight IBM Cloud Garage Method for Data Science
  • Data Sources and Use Cases
  • Initial Data Exploration
  • Architectural Decisions Document (ADD)
  • Process Model Guidelines
Quiz
  • Milestones Checklist Week 1
Peer Review
  • Assignment 1
Discussion Prompt
  • Discussion Promt Week 1

Module 2: Week 2 - ETL and Feature Creation

Module 3: Week 3 - Model Definition and Training

Module 4: Week 4 - Model Evaluation, Tuning, Deployment and Documentation

Admission details

The admission procedure for the Advanced Data Science Capstone online course is - 

Step 1: Initially, get complete information about the course on the official course URL before enrolling. 

Step 2: Choose “enroll for free”, the option on the right of the page. 

Step 3: The candidate will be directed to the page further where there is complete information about the course duration and fees. 

Step 4: If the candidate is agreeing with this, then choose “start the free trial”. 

Step 5: The candidate needs to give the payment details further. 

Step 6: After that, the candidate is successfully registered for the course.

Scholarship Details

The Advanced Data Science Capstone training is accompanied by financial assistance for those who can’t afford to learn, for that candidate needs to enrol and fill up the application and further verification will take place that will take time off at least 15 days. Candidates will be notified further once they’ll get approved for it. 

How it helps

The candidate will experience the Advanced Data Science Capstone certification benefits via the structure of the course and in a way that assessment is designed because they were emphasized towards building the fundamentals of the data science field more strongly. This course would include extensive preparation aimed at gaining a thorough understanding of large-scale data analysis, data discovery, and data visualization. 

Essentially, the course is structured around deep learning and machine learning, which would assist them in becoming more successful and reliable at solving real-world problems and situations. The candidate will get Advanced Data Science Capstone certification benefits even when they’ll choose further study in the same respective field. Candidates will receive continuous guidance for each module, which will aid them in strengthening their fundamentals and basics. 

The candidate will develop and demonstrate an understanding of the characteristics of different algorithms, programs, and technologies, as well as how they impact model performance and scalability, which are needed in the data science field. More imparting training will be provided to the students so they can effectively carry out their learned theory. Candidates will get the benefit of flexible submissions of the assessments according to their preference considering the solutions. 

Instructors

Mr Romeo Kienzler
Data Scientist
IBM

Other Masters

FAQs

What would be the level of the Advanced Data Science Capstone certification course?

This particular course is an advanced level program. 

How can candidates attain financial aid and what’s the procedure to attain it?

Coursera offers financial assistance to students who cannot pay the tuition Advanced Data Science Capstone fees. Apply for it by going to the financial aid page to the left of the "enroll" button. The applicant will be asked to fill out an application and will be told if they have been accepted. This move must be completed for each course in the specialization, as well as the capstone project.

When can candidates have access to the assessment details after enrolling?

This course is available to candidates for a free audit. They can view course materials without graded assignments or the chance to obtain a credential when they inspect an Advanced Data Science Capstone online course.

What’s the duration of the program?

Normally, this particular course is structured into a four-week program.

What is the criteria to get Advanced Data Science Capstone certification?

The candidate needs to prepare and submit the final short video presentation as the course ends.

What is the format for the syllabus for this course?

The course syllabus is structured as a four-week calendar, with lectures and readings accompanied within it. 

Whether the date of submission is flexible?

Yes, the date for submission is flexible but only when the situation is valued to be considered for a valid reason. 

What would be the medium of teaching?

The teaching for the Advanced Data Science Capstone program will take place via online mode. 

Does this course carry any university credit for further studies?

No, this course didn’t involve any university credit but some universities consider the certification credits for admission too.

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