PGP - Data Science and Engineering
Why Join our PG Data Science and Engineering Course?
The Great Lakes PGP-Data Science Engineering course In Delhi NCR has been designed for graduates and professionals who intend to transition to a career in data science and analytics.
The Data Science course introduces candidates to data science tools, technologies, and techniques, and enables them to bolster their knowledge with the help of industry case studies and hands-on learning and application.
The course is a 5-month classroom program that helps transition into roles like data analyst, business analyst, analytics engineer, and data engineer.
Ranked #1 in analytics education
Ranking at the top continuously for 4 years, the Great Lakes’ program has a 4.8/5 average rating in parameters such as Faculty, Pedagogy, Brand Value, and Course Content.
PG Certificate from Great Lakes
Currently in the list of top 10 business schools within the country, Great Lakes holds the distinction of being the youngest Indian institute to get UK and AMBA accreditation, and currently leads in analytics education.
World class faculty
The Great Lakes faculty has expertise and decades of experience in their respective domains which can really help the candidates gain a lot. Many of the Great Lakes faculty rank in the list of the top Data Science academicians in India.
Intensive bootcamp format
The course includes an intensive boot camp format in which the candidates get to study machine learning and data science from the faculty in the classroom, to enhance their proficiency. They also get lab sessions in data science. The entire program is of 20 weeks and is inclusive of a 4-week capstone project.
The program teaches you the skills and tools that big data science companies look for. During the entirety of the program, candidates get training for Machine Learning, Data Science, Tableau, Python, and SQL. They get to increase their know-how with the help of expert faculty in the classroom lectures. They also develop their knowledge by working on various challenging projects on different applications and topics of Data Science.
With the help of Great Lakes corporate network, numerous big companies take part in the placement drives arranged for PGP-Data Science candidates in Delhi NCR. Companies such as HSBC, Kantar, Marlabs, Jana Finance, Mahindra, Cognizant Technology Solutions, Big Basket, TVS, Flipkart, Vestas, etc. have taken part in these hiring drives.
The PGP-Data Science course in Delhi NCR, in its 5-month duration, lets students inculcate learning techniques such as hands-on exercises, classroom teaching, and sessions with the industry experts. The classes take place on weekdays along with online discussions as well as assignments.
At the Great Learning center, classroom lectures conducted by expert faculty take place from Monday to Thursday and commences at 9:30 AM.
Held under the guidance of industry experts and faculty, the in-class lab sessions enable candidates to learn how to apply concepts of data science to scenarios that take place in real life.
4-Week project work
The Data Science candidates have to do an industry project that is application-oriented in which they are guided and assessed by the industry experts as well as the Great Lakes faculty.
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
Gurgaon, the IT hub of North India, is home to numerous companies. Because there are umpteen career opportunities in the city, people from different states of India relocate to Gurgaon. There is a demand of several courses among professionals in Gurgaon, and one domain in particular that is attracting a lot of attention from people is data science. This has led to professionals searching for a data science course in Gurgaon.
Nowadays, a course like data science can definitely be a part of a discussion, but if one rewinds a few years back, one would give a confusing reaction about the hype in media regarding data science or big data.
Today, a data science course in Gurgaon or even in other parts of India has become a famous choice among people. The emergence of data science and its training has led to the assigning of a profession with an objective to draw sense out of the huge stores of big data getting generated.
Since the last decade, technology has changed a lot in the country. Today, India is among the largest economies world-wide. Plus, there also has been rise in the count of MNCs with the amount of investments pouring in India.
Having had a huge effect on statistical foreshadowing, data science training is reshaping the nation in terms of how we use data.
What is Data Science?
Before one wishes to opt for a graduate or PG course in data science in Gurgaon, either offline or online, it is necessary to know about the course. Combining several disciplines altogether, data science makes use of technology, algorithm developments, and data inference so as to help professionals in solving complicated analytical problems
Data resides at the core of every aspect of the world these days. There are stores of raw information that are both residing and streaming in in the data warehouse of an enterprise. A professional well-equipped with the right knowledge can gather a lot from this raw information and then, in turn, recognise well-developed capabilities from it.
Discovering Data Insight
In a data scientist course in Gurgaon, the discovery of data insights is a crucial facet. It is actually bringing to notice different deductions from data. This is that section of the training in data science that includes telling the candidates how to get down to the lowest level of data. After reaching this level, they can then mine, examine, and fathom complicated trends, deductions, and behaviour. Doing so sheds light on insights that were not known before and which, in turn, assists organisations in making intelligent choices regarding business.
Mining Data Insights
After undergoing online data science training and gaining practical experience for mining of data insights, individuals will start finding it easy. The first step in data mining is to simply explore. What data scientists do here is to scrutinize various leads and try to fathom the different characteristics or patterns present in data. A candidate must possess analytical creativity and a penchant for computer science to make the most out of the online data science training.
To learn the ABCs of mining data and to examine the findings, one can opt for full-time data science classes or get an online certification for data science. After data mining, data scientists can then implement quantitative methods on these findings, such as segmentation analysis, synthetic control experiments, inferential models, time series forecasting, etc. The data science classes of a data scientist course in Gurgaon will help the individual to integrate a vision of what the data means to convey. This outcome provides a data-driven understanding that can contribute a lot in offering strategic support to organisations.
After an individual gets an online diploma in data science, he/she can become a consultant who helps in guiding different stakeholders and businesses on what action to take from the data findings.
Why study data science online?
Numerous professionals face this doubt of whether to choose online data science programs or data science training courses in Gurgaon. A good way to answer it would be thinking about ‘Big Data’. Organisations and companies have enormous data volumes and a huge number of them want to use this data to figure out methods that can add to their business growth. Online or offline data science classes enables individuals with a versatile skillset that helps them carry out data handling and examine large data amounts. Hence, an individual with online certification in data science has become a necessity for numerous sectors and industries.
An individual with an online certification for data scientist would be well-equipped with how to make use of their expertise in maths, programming, statistics, and various other subjects so as to correctly systemize huge data sets. They would then be able to implement the understanding acquired in online data science training to discover the hidden solutions in big data that can aid businesses in attaining their goals.
Lately, the nation has witnessed a considerable rise in the total count of fields, sectors, and industries that have many job vacancies for individuals having an online data science certificate. Individuals who choose an online data science course or data scientist course in Gurgaon get a chance to improve the trajectory of their career.
Some Job Titles Related to an Online Data Science Certificate
After data science training courses in Gurgaon, candidates can opt to become:
- Data Engineers
- Big Data Engineers
- Data Scientists
- Data Visualization Developers
- Data Architects
- Business Intelligence (BI) Engineers
- Analytics Managers
- Business Analytics Specialists
- BI Solutions Architects
- BI Specialists
Are you on the lookout for the best online data science certificate program?
For post-graduation or diploma in data science to be most beneficial, one must possess a pool of knowledge, from computer science, machine learning, python, deep learning, to mathematics and statistics. If even one of these skills is missing, it can affect your path of getting into the profession of data scientist. Also, as a judicious step, you must take into account the data science course fees.
Before going for an online or blended data science course or a data science certification in Gurgaon, you can talk to others working in the same field for any doubt resolution which may happen while choosing the course/curriculum for a data science course.
If you consider online or blended data science programs or courses in Gurgaon, Great Learning provides an updated and exhaustive curriculum of data science classes for a data scientist course in Gurgaon. Great Learning offers an online data science course that is made both by industry experts and leading faculty so that you get unparalleled opportunities for your career growth.