DATA SCIENCE
“You can have data without information, but you cannot have information without data.” – By Daniel Keys Moran
“The goal is to turn data into information, and information into insight.” – By Carly Fiorina, ex CEO of Hewlett-Packard
What is data science?
Data Science is deriving meaningful information from large and complex data. The study of data through different means is data science. It combines domain knowledge mathematics and statistics expertise with programming skills to extract meaningful insight from the data. And the person practicing data science is called a data scientist.
Initially, data science was used to make decisions and predictions, Data science process involves the discovery of data followed by data preparation, model planning, model building operationalize, and communication results by the use of various scientific methods, algorithms, and processes.
Data is very important for any organization however it’s of no use till it is converted to valuable information. Data has to be read and analyzed. Data science is used to measure track and record the performance of the organization. With the evolving field of data science, there are continuous discoveries and research in data science, there is always something to learn and it makes everyday work interesting, there are endless new data science skills that can be acquired, which provide a competitive edge with knowledge and expertise. It is said that 90 percent of data is collected within the last two years.
A career in Data Science?
Data scientists are in constant demand with the rise in data every year data scientists are needed in almost every field, from government security to dating apps. A career in data science is in constant demand and this trend will not decrease shortly. If you want to start a career in data science there are several ways in which you can prepare yourself to take on these challenging roles and exciting roles. One such way to start your career in data science is to pursue an advanced program in your area of interest.
Executive PG Programme in Data Science by upGrad
Course Highlights
- Indias 1 st executive Postgraduate program from IIBT developed by NASSCOM in collaboration with industry and is government approved.
- Aligned to the competency standards in the current scenario.
- After completion of the course, the type of job that is available is as a Data Scientist, ML Engineer, Data Analyst, Product Analyst, Business Analyst, Chief Architect
Duration of the course
It is a 1-year online program, divided into 9 segments each segment has different assignments.
Admission and Eligibility
- The program and can be opted by Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals.
- The eligibility for the program is a Bachelor’s Degree with a minimum of 50% or equivalent passing marks. No coding experience is required.
- There is a simple test for the admission process where an online eligibility test is conducted basis on an offer letter is given and then you can block your seat and begin the course.
Faculty
- Faculty are experienced and expert in their domain
- Faculty is an alumnus of prestigious institutes like IIT and IIM. and have worked with top companies thus sharing a real-life job experience.
The program offers
- The program provides provision for six specializations, you can choose anyone as per your background and career aspirations.
- – Data Science Generalist
- – Deep Learning
- – Natural Language Processing
- – Business Intelligence/ Data Analytics
- – Business Analytics
- – Data Engineering
- upGrad has 14+ Programming Tools and languages in its data science courses.
- upGrad is an industry-based education institute and provides 360-degree job assistance with top firms.
- The top skills that are taught at upGrad include Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data, Natural Language Processing
The complimentary benefits
- The program offers one-to-one career counseling and mock interviews to enhance your personal development for facing interviews and helps develop confidence and career essential soft skills.
- A very good student support system is available from 9 am to 9 pm where there is an option to connect via mail call back option on the platform within two hours.
- upGrad also provides a complementary python programming Bootcamp and is designed for working professionals also.
- It also provides one on one guidance from industry mentors. At upGrad the projects are industry-based providing practical knowledge.
- As a complimentary gift upGrad provides the career essential soft skill program.
Program fees
- upGrad has a facility for EMI option where the cost of opting for EMI is nil.
- Program Fee for Indian Residents is Rs. 2,99,000 (incl. taxes)
Master of Science in Data Science- by upGrad
Course Highlights
- Associated with Globally recognized masters from Liverpool John Moores University
- upGrad provides Liverpool John Moores University online program at 1/10th cost of the offline program
- upGrad provides access to the digital library of Liverpool John Moores University
- The course is NASSCOM certified.
Duration of the course
It is an 18-month online course, divided into 11 parts with different assignments in each part
Admission and Eligibility
- The eligibility for the program is a Bachelor’s Degree with a minimum of 50% or equivalent passing marks. No coding experience is required.
- There is a simple test for the admission process wherein an online eligibility test is conducted basis on an offer letter is given and then you can block your seat and begin the course.
- The aspirant should complete the executive PG program in data science.
Faculty
- Faculty are highly expertise in their domain, teachers are from Liverpool John Moores University
- They have industry experience and hold a respectable place.
The program offers
- It is an online course M.Sc in a data science program for working professionals.
- The top skills that are taught at upGrad include Statistics, Predictive Analytics using Python, Machine Learning, Data Visualization, Big Data Analytics, etc.
- The program and can be opted by Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals.
- It has 500+ hours of learning and provides global access to opportunities.
The complimentary benefits
- The program offers career counseling and mock interviews to enhance your personal development for facing interviews and helps develops confidence and career essential soft skills.
- It provides fortnight group mentorship with industry mentors.
- A very good student support system is available from 9 am to 9 pm where there is an option to connect via mail call back option on the platform within two hours.
- upGrad also provides a complementary python programming Bootcamp and is designed for working professionals also.
- As a complimentary gift upGrad provides a python programming Bootcamp and career essential soft skill program
- upGrad is an industry-based education institute and provides 360-degree job assistance with top firms.
- It is a WES-recognized program.
Program fees
Program Fee for Indian Residents is Rs.4,99,001.00 (incl. taxes)
3. Master of Science (Data Science)- by upGrad
Course Highlights
- Associated with Chandigarh University, Thus aspirant becomes the part of their alumni network
- The online program of Chandigarh university is designed and delivered by University Grants Regulations, 2020. As per this rating, the university can launch its online degree program.
- Chandigarh University is an A+ grade university as awarded by National Assessment and Accreditation Council (NAAC).
- Chandigarh University is UGC entitled & AICTE approved. The programs are equivalent to offline programs.
Duration of the course
- It is a 2-year online course divided into 4 semesters each semester have assignments and projects.
Admission and Eligibility
- The eligibility for the program is a Bachelor’s Degree in B.A./BCA/B.Sc. (Statistics or Mathematics or Computer Science) /B.E/B.Tech OR equivalent Undergraduate Degree with any one of the following subjects Computer Science/ Mathematics/ Statistics from a recognized Board/ University., All admission are based on eligibility No coding experience is required.
- Complete the admission process and then an offer letter is issued and then you can block your seat and begin the course.
Faculty
- Faculty are highly expertise in their domain and are industry experts
The program offers
- The program offers a Masters degree in Data Science online
- The top skills that are taught at upGrad include Fundamentals of Programming (R/Python), Data Visualization, Statistical Methods, Design & Analysis of Algorithms
- The program can be opted by Engineers, Marketing & Sales Professionals, Freshers, Domain Experts, Software & IT Professionals.
- It provides placement assistance in the job search.
The complimentary benefits
- The program offers 5 interview opportunities post completion of the program and placement or internship is secured.
- Placement assistance is provided with free career essential soft skills and aptitude coaching, mock interviews, and resume building.
- It also provides free access to job portals.
- The guidance from industry mentors is provided in the third session, And there are industry-based projects in the fourth semester.
- As a benefit, the course provides 1-month free access to the contents of upGrad Jeet from the third trimester.
Program fees
The Program Fee for the course is Rs 1,20,000 (incl. taxes) and there is an option to pay the fees per semester.
4. Professional Certificate Program in Data Science for Business Decision Making – by upGrad
Course Highlights
- The course is associated with IIM Kozhikode
- It is the foundation course in data science for managers.
- IIM Kozhikode is 6the ranked institute in India by NIRF
- After completion of the course, the type of job that is available is as a Data Analyst Manager, Data Science Leader, Business Manager in a data-driven organization.
Duration of the course
- It is an 8-month online course with recommendations for 8 to 10 hours a week.
Admission and Eligibility
- Complete the application process with an online eligibility test and then if shortlisted the offer letter is issued and then you can block your seat and begin the prep course.
- The program and can be opted by Managers and Aspiring Managers, MBA Graduates, Engineers, Professionals in various domains.
- To pursue the course Bachelor’s Degree with minimum 50% marks (40% for Female Learners) and. Minimum 1 year of work experience is required
- Mathematics specialization at the higher secondary level or thereafter is a must.
Faculty
- Faculty are highly expertise in their domain and are industry experts
The program offers
- 20 plus live sessions
- 5plus expert coaching sessions
- 3 industry projects
- It provides 360-degree job assistance with top firms.
- Access to e-content of 200 plus hours.
- The course is based on Excel, Tableau, and Python
- The top skills that you will learn t at upGrad include Business Problem Solving and Storytelling, Basics of Statistics and Machine Learning, and Data Science Strategy
- The complimentary benefits
- A very good student support system is available from 9 am to 9 pm where there is an option to connect via mail call back option on the platform within two hours.
- The program offers one-to-one career counseling and mock interviews to enhance your personal development for facing interviews and helps develops confidence and career essential soft skills.
Program fees
- The program fee is Programme Price INR 1,50,000 + GST. EMI Options are Available.
5. Advanced Certificate Programme in Data Science – by upGrad
Course Highlights
- A certification Programme from IIITB and after Completion of all the courses in the program successfully to receive Advanced Certificate Programme in Data Science from IIIT Bangalore
- After completion of the course, the type of job that is available is as a Data Analyst, Data Scientist, Data Engineer, Product Analyst, Machine Learning Engineer, Decision Scientist.
Duration of the course
- It is a 7-month online program in the form of interactive classes and videos, cases, and projects.
Admission and Eligibility
- The program and can be opted by Engineers (Freshers and with any experience), Software and IT Professionals, Product & E-commerce Folks, BFSI Professionals, Marketing and Sales Professionals, Managers or Executives at Manufacturing, Construction, etc.
- The eligibility for the program is a Bachelor’s Degree with a minimum of 50% or equivalent passing marks. No coding experience is required.
Faculty
- Faculty are experienced and expert in their domain
- Faculty is an alumnus of prestigious institutes like IIT and IIM. and have worked with top companies thus sharing a real-life job experience.
The program offers
- The course is designed for working professionals,
- The certification offered is Advanced Certification from IIIT Bangalore
- The top skills that are taught at upGrad include statistics, Python Programming, Predictive Analytics using Python, Basic & Advanced SQL, Visualization using Python, EDA, Basic & Advanced Machine Learning Algorithms
- It provides 7plus case studies and projects with 300plus hours of e-learning content and timely doubt resolution.
The complimentary benefits
- The program offers career counseling and mock interviews to enhance your personal development for facing interviews and helps develops confidence and career essential soft skills.
- It provides fortnight group mentorship with industry mentors.
- upGrad also provides a complimentary python programming Bootcamp and is designed for working professionals also.
- As a complimentary gift upGrad provides a python programming Bootcamp and career essential soft skill program
- A very good student support system is available from 9 am to 9 pm where there is an option to connect via mail call back option on the platform within two hours.
Program fees
- upGrad has a facility for EMI option where the cost of opting for EMI is nil.
- Program Fee for Indian Residents is Rs. 99,000 (incl. taxes)
6. Executive Programme in Data Science – by upGrad
Course Highlights
- Executive Programme in Data Science from IIIT Bangalore.
- After completion of the course, the type of job that is available is as a Data Analyst, Business Analyst, Data Scientist.
- An additional Honours Certificate is issued on achieving 3+ CGPA in the program
Duration of the course
- It is a 1-year online program in the form of interactive classes and videos, cases, and projects with 12-15 hours per week.
Admission and Eligibility
- The program and can be opted by Engineers, Technicians, Freshers, Final Year Undergraduate Learners, and anyone with a Zeal to learn.
- The eligibility for the program is a Bachelor’s Degree or Diploma. Final-year undergraduate learners can also apply. No coding experience is required.
Faculty
- Faculty are experienced and expert in their domain
- Faculty is an alumnus of prestigious institutes like IIT and IIM. and have worked with top companies thus sharing a real-life job experience.
The program offers
- The course is designed for working professionals,
- The course includes Python, MySQL, Tableau, and more
- upGrad is an industry-based education institute and provides 360-degree job assistance with top firms.
- The top skills that are taught at upGrad include Predictive Analysis using Python, Data Analysis with SQL, Machine Learning, Data Visualisation
- It provides 60plus projects and case studies hours of e-learning content and timely doubt resolution.
- It also offers optional modules for upskilling.
The complimentary benefits
- The program offers one-to-one career counseling and mock interviews to enhance your personal development for facing interviews and helps develops confidence and career essential soft skills.
- A very good student support system is available from 9 am to 9 pm where there is an option to connect via mail call back option on the platform within two hours.
- It also provides one on one guidance from industry mentors. At upGrad the projects are industry-based providing practical knowledge.
- As a complimentary gift upGrad provides the career essential soft skill program.
Program fees
- upGrad has a facility for EMI option where the cost of opting for EMI is nil.
- Program Fee for Indian Residents is Rs. 2,60,000 (incl. taxes)
Uses of Data Science
Many organizations have made data science a priority and are investing in it heavily. Data science is used almost everywhere.
In fraud and risk detection. Data science was initially applicable in the finance sector. They had lots of data collected during the paperwork they decided to involve data scientists to analyze the probabilities of risk and fraud and it also helped them to push their banking products based on customer profiling.
Healthcare: In the healthcare system, virtual assistance to patients and customer support is possible through data science. The al-powered apps provide the key information about the medical condition derived from a wide network linking symptoms to causes.
Internet search; This is the most common thing that everyone thinks of. Google we know today is the google we know because of data science. All search engines use data science algorithms to deliver fast and best results for the query searched.
Target advertising: search engines are not only the biggest data science application, digital marketing provides tough competition. The reason why digital ads get a lot higher focus than traditional advertisements is that they are targeted based on the user’s past behavior. The reason why you see a bags ad in the same place as I see shoes add is this only.Based on your previous searches the websites now provides product search based on suggestions, relevance, and many more.
Image recognition: In iPhones when you click photos there is an option where photos are automatically based on photo segregated based on face recognition algorithm. A similar thing happens for Facebook Whatsapp even google provides an option to upload an image and search for the same type of image.
Speech recognition: one of the best examples of speech recognition is Siri, Alexa, Cortana, and Google Assistant when you are not in a position to talk speech recognition gives you an option wherein you can simply speak and the message will be converted to the text form.
Gaming: Nowadays games have been upgraded to the next level, games are designed using machine learning algorithms that upGrade themselves as the anticipated moves of the opponent and shapes the game. In a way, it keeps on updating itself and creating a scenario basis your moves, Xbox and PlayStation are good examples of this.
Price comparison websites It was very difficult to compare the prices of a product from different sites. Nowadays with the help of machine learning price comparison websites are created for every domain. It has become very convenient to compare the prices of different products in one place.
Air route planning: Most of the air industry has been in losses. Airline services are struggling to maintain their operating profits. Airline companies realized to use data science to identify strategic areas of improvement. Now with the help of data science, they predict the flight delays, the type of aircraft to invest in, route of the plane as to land directly to destination or any other route. Go for customer loyalty points.
Delivery and logistics or supply chain management: Nowadays logistics companies are using data science to improve their operating efficiency and the best time to make delivery, the best route to take, the best mode of transport, etc they use other tools are used to make a customer delight experience and smooth and efficient deliveries.
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The assignments i did was very challenging and appealing. I liked the way of grading the assignments by reviewing our fellow mates assignment.
Despite the recent increase in computing power and access to data over the last couple of decades, our ability to use the data within the decision making process is either lost or not maximized at all too often, we don’t have a solid understanding of the questions being asked and how to apply the data correctly to the problem at hand.
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