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
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
Please reach out to the admission office in Pune if you have any queries.
Frequently Asked Questions
The PG Data Science course is admissible for those candidates pursuing their final semester and recent graduates with 0-3 years of experience. Applicants must have 60% or above in Xth, XIIth, and Bachelor's. Apply Now for Data Science Course Demo.
An industry-aligned and up-to-date course in Data Science
In recent times, Data science is observed to have a profound influence in many sectors. Data science has now become a buzz word as we hear it more often. Data science has evolved over the years and now has attained enormous demand. Many industries are moving towards data science and many are dreaming of a career in this fast growing sector. If you are interested in learning data science, it is important to possess a minimum understanding of the concepts of data science.
Let us learn what is data science?
Data science is a combination of several disciplines as it applies several scientific patterns, systems, algorithms, etc to derive meaningful insights from the given data. Data science involves the application of different tools and techniques to derive the needed information from the given data ( both structured and unstructured). The techniques of data science are now being adopted by many sectors for their outstanding contributions. In fact data science has now become a critical category in every sector enlarging it's scope.
The Rising Impact of Data Science
Data science has invaded various industries and refined the fundamentals of their working principles forever. It has caused many industries and several businesses to an upgraded level in their enhancement. Furthermore, data science techniques and methodologies have become integral parts of many industries all across the world. Apart from the IT sector, Data science has already become an essential part of many businesses. Most of the integral decision making has been done on data analysis. Many contemporary projects are demanding the employment of data science to achieve the best outcomes. The data science industry is now experiencing a deficit of talents not just for data scientists, it has now become a necessity for many superior job roles such as managers too. Since data science plays a key role in problem solving and decision making, it is important for every individual involved in it to understand the techniques of data science.
So, many working professionals are now striving to learn data science. For the immense demand data science has got these days, many freshers are preparing themselves to start up their careers in the field of data science.
The Exploding Demand for Data Science in Pune
Pune is one of the top cities in India that has contributed a great amount to the Indian economy through it's IT sector. Pune stands as one of the major IT hubs of our country, India. Many It professionals and fresh graduates are seeking a Data Science course in Pune. In fact, taking up a data science training in Pune would surely stand out as the wisest career choice you could ever make. Currently, there are around 800 openings in Pune for different job roles in the field of Data Science. The field of data science is expected to grow in the near future and this count is expected to increase rapidly and there exists a lot of scope for taking up a successful career in the field of data science. Hence there are many learning institutes being opened to help learn the candidates get a degree in data science.
Salary Scale of the Data Scientists in Pune
Many studies state that data scientists do make 620,244 on average. Data scientists possessing 3+ years of experience are expected to make 1,147,826 rupees a year. These studies display the existing demand for the field of data science.
What are the various applications of data science in different fields?
Data science is mainly applied for problem solving in different fields and different scenarios. By effective analysis of the given data, a data scientist could derive the most suitable solution for a given problem.
Error detection is an important role played by data science in the field it has been applied. Identifying the existing errors in the initial stages would let save time, energy and economy. This application is also being used by the doctors in the medical field to analyze and detect the diseases in early stages.
Risk analysis is considered as the highly used application of data science in many fields. Especially in fields like e-commerce, banking, business risk analysis gives outstanding results that helps the organizations to take necessary steps to eradicate the risks and strategize accordingly.
Understanding the customer's behavior is an important application of data science as this helps the businesses to enhance their services and keep the customers satisfied. This application is also being used by the e commerce websites to predict the customer's intention and suggest them related products by studying their previous purchases. This helps them promote good customer experience as well as improve their businesses by meeting customer needs and desires.
Fraud detection is one of the major applications of data science in many fields. Especially in sectors like finance, banking etc fraud detection is rapidly applied to prevent fraudulent activities.
Monitoring a specific task is another application of data science. This helps eradicate mistakes and promote efficiency besides improving efficiency. Especially in fields like manufacturing this application is being used widely.
Data science is observed to derive the most accurate outcomes which made it invade many sector. Even as the data scientists study the past data, the predictions they make applying the tools and techniques of data science are highly accurate. This helps any sector to prepare, strategize and plan accordingly.
What are the Prerequisites of Data Science?
Let us learn about the various prerequisites demanded to take up the data scientist course in Pune.
Even as every concept of data science revolves around the application of mathematical concepts such as linear algebra, matrices etc, possessing a strong command on the subject of mathematics would help you get a clear understanding of the various concepts of data science. Calculus is another conec[pt of mathematics is employed in data science to perform many operations on the given data.
Having basic understanding of the various concepts of statistics would be a great aid in learning most of the modules of data science. Especially the theories of Normal distribution, variability etc plays a vital role in performing the most important operations on a given data.
The knowledge of programming languages such as R, Hadoop, Java etc are a must to master data science. One of the major specifications is to have a sound knowledge of Excel. Python stands as another major prerequisite to learn data science course.
Data Visualization Tools
Being a data scientist, it is definitely important to know the ideal way to convey the impact of your data study to the people involved in the specific project. So, data visualization tools like tableau, Infogram, plotly etc make your job easy. Hence, possessing hands on experience in data visualization tools would be a great aid for you to master data science as they promote effective communication and a better understanding of the people involved. To be a potential data scientist you must be good at these tools.
If you are keen on starting a career in the field of data science. Do not delay, considering the existing demand it is the right time for taking up a course in data science. In fact, data science is also expected to invade many job roles by replacing them. Hence taking up a career in data science also stands as the safest career choice you could ever make. Choose the best data science institute in Pune to ensure that you will gain complete knowledge of this prestigious subject.