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PGP - Data Science and Engineering in Pune

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Why Learn Data Science?

Why Join our PG Data Science and Engineering Course?

Great Learning and Great Lakes offers the PGP-Data Science Engineering Course in Pune, a 5-month classroom program that’s perfect for graduates and early career professionals who wish to transition to roles of analytics engineers, data engineers, data analysts, business analysts, etc. The course will help the candidates in doing so by teaching them the relevant data science techniques and acclimatizing them to different tools and technologies with a hands-on application through case studies of the industry.
Ranked #1 in analytics education

With an average rating of 4.8/5 in regards to Pedagogy, Course Content, Faculty, and Brand Value; Great Lakes has maintained Rank 1 position for 4 continuous years in India.

PG Certificate from Great Lakes

Great Lakes, being the youngest institute in all of India to have received a UK accreditation and AMBA, is counted among the top 10 business schools in India, and is a leading university in analytics education.

World class faculty

Great Lakes brings to you decades of experience and expertise for candidates to benefit from in their respective domains. Furthermore, the executive learning course benefits from the presence of several of India’s top Data Science academicians as the course faculty.

Intensive bootcamp format

The Data Science course at Great Lakes incorporates an intensive boot camp format so that the candidates get to learn Data Science and Machine Learning in the most knowledge-intensive way. The classroom and lab sessions help you build upon your expertise in the field. The course has a targeted completion in 20 weeks out of which 4 weeks are dedicated to the capstone project.

Hands-on learning

The Data Science Course helps you develop the skills and tools required by leading Data Science companies. During the course, training on SQL, Tableau, Python, Data Science and Machine Learning is covered. The participants of the course are facilitated through classroom lectures by the experienced faculty and the numerous challenging projects from various topics and applications in the domain of Data Science.

Placement assistance

With the large corporate network that Great lakes have multiple leading companies partake in the hiring drives that are organized for the participants of PGP-Data Science Course. Several of these companies recently participated in the hiring process; namely Mahindra, Vestas, Cognizant Technology Solutions, Big Basket, TVS, Marlabs, HSBC, Kantar, Jana Finance, etc.

Learn From India's Best Analytics School

6.9L Average CTC | 13.2L Highest CTC | 65% Average Salary Hike

Program Structure

Combining classroom teaching, hands-on exercises and sessions with leading industry practitioners, the 5-month PGP-Data Science Engineering course facilitates the learning process in every way possible. The classes are conducted on weekdays. The learning is assisted by the assignments and discussions held online.

Classroom learning

The sessions are held in classrooms at the Great Learning centre and are conducted from Monday to Thursday starting at 9:30 AM.

Lab sessions

There are lab sessions held in-class regularly to help candidates apply data science concepts to real-life scenarios. All of this is done under the expert guidance of the faculty and industry experts.

4-Week project work

Candidates are given the opportunity to work on projects that are application-oriented, and it is ensured that they are mentored and evaluated by the top-ranked faculty at Great Lakes along with other industry experts.

Great Lakes Certificate & ePortfolio

Earn a Great Lakes certificate and create an ePortfolio to showcase your learning & projects in a snapshot. Your certificate and ePortfolio can also be shared on social media channels to establish your credibility in Data Science.

Curriculum

Our corporate partners are deeply involved in curriculum design ensuring that it meets the current industry requirements for data science professionals.

Foundations
  • Syntax and Semantics of Python programming
  • Conditional statements
  • Loops
  • Iterators
  • User-defined functions
  • NumPy
  • Pandas
  • Pandas
  • Summary statistics (mean, median, mode, variance, standard deviation)
  • Seaborne
  • matplotlib
  • Probability distribution
  • Normal distribution
  • Poisson's distribution
  • Bayes’ theorem
  • Central limit theorem
  • Hypothesis testing
  • One Sample T-Test
  • Anova and Chi-Square
  • Introduction to DBMS
  • ER diagram
  • Schema design
  • Key constraints and basics of normalization
  • Joins
  • Subqueries involving joins and aggregations
  • Sorting
  • Independent subqueries
  • Correlated subqueries
  • Analytic functions
  • Set operations
  • Grouping and filtering
Machine Learning Techniques
  • Multiple linear regression
  • Fitted regression lines
  • AIC, BIC, Model Fitting, Training and Test Data
  • Introduction to Logistic regression, interpretation, odds ratio
  • Misclassification, Probability, AUC, R-Square
  • CART
  • KNN (classifier, distance metrics, KNN regression)
  • Decision Trees (hyper parameter, depth, number of leaves)
  • Naive Bayes
  • Clustering - K-Means & Hierarchical
  • Distance methods - Euclidean, Manhattan, Cosine, Mahalanobis
  • Features of a Cluster - Labels, Centroids, Inertia
  • Eigen vectors and Eigen values
  • Principal component analysis
  • Bagging & Boosting
  • Random Forest
  • AdaBoost & Gradient boosting
  • Hackathon
Applications
  • Trend and seasonality
  • Decomposition
  • Smoothing (moving average)
  • SES, Holt & Holt-Winter Model
  • AR, Lag Series, ACF, PACF
  • ADF, Random walk and Auto Arima
  • Text cleaning, regular expressions, Stemming, Lemmatization
  • Word cloud, Principal Component Analysis, Bigrams & Trigrams
  • Web scrapping, Text summarization, Lex Rank algorithm
  • Latent Dirichlet Allocation (LDA) Technique
  • Word2vec Architecture (Skip Grams vs CBOW)
  • Text classification, Document vectors, Text classification using Doc2vec
  • Building interactive dashboards using Tableau
  • Data Visualization using Tableau

Learn from the Best

Learn from leading academicians and experienced industry practitioners in the field of data science.

Placement Assistance

Participants from the course have secured roles such as Data Scientists, Machine Learning Engineers, Data Analysts, Analytics Consultants, etc. Here are some of the companies that have recently participated in the PG Data Science Course hiring drives:

Building Rewarding Careers in Data Science

Success Stories

The PG Data Science Course has been designed to help candidates jumpstart their careers in Data Science. Here is what some of our PG Data Science Course candidates have to shared.

Classroom Experience

Admission Details

Eligibility

  • done Applicants should have 60% or above in Xth, XIIth and Bachelor's degree.
  • done The program is open for candidates in their final semester and recent graduates with 0-3 years of experience.
  • done The PG Data Science Course is ideal for candidates with a graduation in a quantitative discipline like engineering, mathematics, commerce, sciences, statistics, economics, etc.

Selection Process

Step 1

Fill application form

Apply by filling a simple online application form.

Step 2

Application review

Admissions committee will review and shortlist.

Step 3

Screening call

Screening call with Alumni/ Program Director/ Faculty

Step 4

Aptitude test

Shortlisted candidates are required to appear for an online aptitude test.

Fee Details

3,50,000 + GST
Installments
Admission Fee-1 25,000
Admission Fee-2 25,000
1st Installment 1,00,000
2nd Installment 1,00,000
3rd Installment 1,00,000
Total 3,50,000

Payments

Candidates can pay the program fee through

account_balance
Net Banking
credit_card
Credit/Debit Cards
Cheque, DD

Financial Aid

Our tie-ups with several lending partners like HDFC Credila, Avanse (DHFL), MoneyTap, Credifiable, and Axis Bank ensure that money is not a constraint in the path of learning.

Upcoming Application Deadline

Tomorrow

We follow a rolling admission process and admissions are closed once the requisite number of participants enroll for the upcoming batch. So, we encourage you to apply early and secure your seat.

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Frequently Asked Questions

The program is a full time classroom program and spans 5 months including 1 month capstone project. Classes happen Monday to Thursday from 9:30 AM to 5:30 PM.
The capstone project is an opportunity for candidates to work on industry-like data science problems under the mentorship of faculty/industry mentors. This project would bring in the all the learnings that candidates would have gained in the course and would work on problems relevant in the industry using techniques and tools mastered in the PG Data Science course. The capstone project also becomes a way for candidates to showcase their analytics credentials and learning to their future employers.
The academic modules would be taught by senior faculty from Great Lakes. In addition to Great Lakes faculty, senior leadership from the industry would also participate in delivering certain topics/modules. See the indicative list here.

The PG Data Science course is open for candidates in their final semester and recent graduates with 0-3 years of experience. Applicants should also have 60% or above in Xth, XIIth, and Bachelor's.

Successful participants will be awarded a PG Program in Data Science and Engineering certificate by Great Lakes Executive Learning. Great Lakes has consistently been ranked among top business schools in the country for its Data Science, Analytics and MBA programs. Great Lakes has been ranked among top 10 in recruiter’s perception meaning that the Great Lakes certificate is valued highly by leading companies in India.
The PG Data Science Course is a holistic and rigorous program and follows a continuous evaluation scheme. Candidates are evaluated in the courses they undergo through case studies, quizzes, assignments or project reports.
Please see the Program Fee Structure here. Admissions office will help you in applying for loans once you receive the offer of admission. We ensure money is not a constraint in the path of learning.
We believe that learning should continue and hence, access to Learning Management System (Olympus) which houses the learning material would be available to the candidates up to one year post completion of the program.
All the requisite learning material is provided online to candidates through the Olympus - Learning Management System. Candidates are free to purchase any reference books or material as may be recommended by the faculty.
The classes for Gurgaon, Chennai, Bangalore & Hyderabad will be held at the Great Lakes Learning Center in the city. Classes for Mumbai will be held at Hotel Ramada-Powai, for Pune at MCCIA Trade Tower-Shivajinagar, and for Noida in Sector 18.
No accommodation is provided at our learning center. Outstation candidates are requested to arrange accommodation themselves.
The candidates need to bring their own laptops, the technology requirement shall be shared at the time of enrollment.
All interested candidates are required to apply for the Data Science Course through the online application form. A panel of Great Lakes faculty screen and shortlist candidates. The shortlisted candidates would then appear for an aptitude test followed by a personal interview. Selected candidates will receive admission offer letter.
We advise all candidates to have complete information before enrolling in the program. No refund requests will be accepted once the fee has been paid. However, there is a deferment policy where a candidate can choose to defer his enrollment to a future batch.
Yes, candidates do receive placement assistance in the Post Graduate Program in Data Science & Engineering. Upon successful completion of the program, candidates would be provided interview opportunities up to 3 months’ post completion of the program. We would also prepare candidates for these interviews by providing extensive support in terms of mentoring, CV review, interview preparation etc.
If you are interested in the Program, you can apply through the online application form. Please reach out to us at dse@greatlearning.in or +91 92056 80225 for any program or admission related queries.
Careers in analytics and data science are amongst the highest paid in the industry. Furthermore, the career growth that one can expect in these roles is far superior to other roles. With leading Indian and Global companies looking to ramp up their analytics hiring, this is the best time to build a career in analytics and data science. Salaries for these roles while being higher than other comparable roles are subjective and depend on the quality of candidate and the recruiting company. As per analytics salary studies, average salaries for fresher roles in analytics (0-3 years) in India vary between 3-8 lacs.
The center is located at 05, The Pride hotel, University Rd, Narveer Tanaji Wadi, Shivajinagar, Pune, Maharashtra 411005

An industry-aligned and up-to-date course in Data Science

The field of data science is both intriguing and lucrative which is why people are searching for the best data science/scientist training in Pune to pursue a data science course in Pune. Being the 8th largest city in India, Pune is one of the country’s most important IT hubs, and one domain that professionals in Pune are taking keen interest towards these days is data science.

When this domain first surfaced a few years ago, there was a lot of confusion surrounding the media hype of “data science” and “big data”. But now, talking about a data science course in Pune or in any other part of the country, for that matter, has become extremely normal in conversations.

Not only in Pune, but data science courses in the whole of India have become a widespread choice among people. Data science and getting training for the same has given rise to a profession that has the objective of making sense of the stores of big data that is being generated every day.

Technology has changed dynamically in India in the past decade. Being one of the biggest economies in the world, India continues to receive investments leading to an increase in MNCs in the country. Having had a huge influence on statistical foreshadowing in India, data science training in cities like Pune, Mumbai, Chennai, Bangalore, and many other cities, is giving a new shape to the country in terms of data utilization.

What is Data Science?

It is important to know what data science is before one chooses a graduate or PG course in data science, online/offline in Pune or in any other state of the country. Involving multiple disciplines, data science helps the professionals provide an answer to complex analytical problems by utilizing algorithm development, technology, and data interference.

Today, data resides at the core of every facet of the world. Raw information is continuously streaming in and not stored in the data warehouse of an enterprise. A profession will be able to extract a lot from this information and recognize enhanced capabilities from this very information.

Discovering Data Insight

The discovery of data insights is when one needs to give various inferences from data, which forms an important part of any data scientist course in India. In this section of data science training, candidates are usually taught how to closely examine data, and then how to mine, observe, and fathom complex trends, inferences, and behaviours. Doing so helps in bringing out unseen insights that can assist an organization to make great business choices.

Mining Data Insights

After receiving an online data science training in Pune or in another part of the country, an individual will be able to mine data insights after gaining practical experience for it. Simple exploring is the first step to data mining. Data scientists have to explore different leads and come to an understanding of the different characteristics and patterns in data. The candidate should possess analytical creativity apart from a keen interest in computer sciences for an online data science training course.

ISo as to understand the fundamental of mining data and examining the findings, an individual requires enrolling for full-time data science classes or getting an online certification for a data scientist. After mining the data, a scientist may use quantitative methods on the findings, including inferential models, time series forecasting, segmentation analysis, synthetic control experiments, and so on. Data science classes help the individual to put together a vision of what the data is actually conveying. These insights derived from data help an individual to offer strategic guidance to organisations.

After an individual receives online diploma in data science, he/she can be regarded as a consultant who can advise stakeholders and businesses on what to do next with the data findings.

Why study data science online?

Numerous professionals are not able to decide whether to go for online data science programs and data science training courses. One must know that every organization or company has a massive bulk of data and most of them want to use this data in a way that contributes to business growth. Both offline and online data science classes make an individual well-equipped with a multi-faceted skill set that explains him/her how to examine and tackle a large volume of data. For this to happen, individuals having online certification in data science are quite favoured, and become more of a necessity for various sectors and industries.

A candidate having an online certification of a data scientist would have the required know-how to implement their skills in maths, programming, statistics, etc. so as to correctly arrange huge data sets and to implement the things they learnt in online data science training to bring up the unseen solutions in big data. This, in turn, helps a business achieve it’s objectives.

There are many job openings for individuals having an online data science certificate as the country continues to see a rise in the fields, sectors, and industries which require the same. Individuals opting for a data science course online get to significantly increase their career prospects.

Job Titles Related to an Online Data Science Certificate

Once the candidates finish their data science training courses in Pune or other states, they can become:

  • Data Scientists
  • Data Engineers
  • BI Solutions Architects
  • Business Analytics Specialists
  • Data Architects
  • BI Specialists
  • Business Intelligence (BI) Engineers
  • Statisticians
  • Big Data Engineers
  • Analytics Managers
  • Data Visualization Developers

Are you on the lookout for the best online data science certificate program?

For a post-graduation course in data science in Pune to provide the maximum advantage to individuals, they should have a vast understanding of computer science, machine learning, python, deep learning, mathematics, and statistics. For your seamless transition to become a data scientist, you need to be adept at these subjects. Also, take into account the fees for a data science course in Pune as that too is a crucial aspect.

Before you go for data science certification in India or opt for an online or blended data science course, as a good step, you should also speak to others in the same field so as to have clarity on any questions while selecting a course or curriculum for data science.

Great Learning, as one of the best data science institutes in Pune, provides an all-inclusive and updated curriculum in its online data science programs. This online data science course in Pune by Great Learning has been created by industry practitioners in conjunction with leading faculty to benefit individuals in their careers as they get to apply for top opportunities in the field.

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