PGP - Data Science and Engineering
Why Join our PG Data Science and Engineering Course?
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.
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.
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.
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.
The sessions are held in classrooms at the Great Learning centre and are conducted from Monday to Thursday starting at 9:30 AM.
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.
Our corporate partners are deeply involved in curriculum design ensuring that it meets the current industry requirements for data science professionals.
- Syntax and Semantics of Python programming
- Conditional statements
- User-defined functions
- Summary statistics (mean, median, mode, variance, standard deviation)
- 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
- Subqueries involving joins and aggregations
- 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
- 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
- Trend and seasonality
- 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.
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:
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.
Balaji V R
Jana Small Finance
Jana Small Finance
- 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.
Fill application form
Apply by filling a simple online application form.
Admissions committee will review and shortlist.
Screening call with Alumni/ Program Director/ Faculty
Shortlisted candidates are required to appear for an online aptitude test.
Candidates can pay the program fee through
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
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.Apply Now
Frequently Asked Questions
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.
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
- 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.