PGP - Data Science and Engineering
Why Join our PG Data Science and Engineering Course?
Ranked #1 in analytics education
What truly makes this course stand out is the fact that it has been ranked first for four successive years. In addition to this, the course also holds an average rating of 4.8/5 based on several parameters including the course outline, faculty, pedagogy, etc.
PG Certificate from Great Lakes
Great Lakes is also popular for being the youngest institute in the nation to have been accredited by AMBA.
World class faculty
At Great Lakes, we have some of the finest faculty, with years of knowledge and experience in their respective domains, for training young minds. Many of our faculty members are also recognized among the country’s best Data Science academicians.
Intensive bootcamp format
The curriculum follows an intensive boot camp format. We not only teach students data science and machine learning but work towards deepening their skills by introducing them to data science lab sessions. The entire course is 20 weeks long, which includes a 4-week capstone project.
The course imparts skills and tools that leading companies in Data Science look for. Students gain training in SQL, Python, Data Science, Tableau and Machine Learning during the length of this course. Classroom lectures help build their knowledge and getting to work on challenging projects related to Data Science and its applications makes the students industry-ready.
Many leading companies are a part of Great Lakes’ corporate network and participate in the placement drives organized for PGP-Data Science Engineering students. Mahindra, Cognizant Technology Solutions, Flipkart, Big Basket, TVS, HSBC are a few among these top organizations that visit Great Lakes for hiring.
Our PGP-Data Science Course in Hyderabad is a mix of different learning methods like classroom teaching, first-hand experiences, and sessions with industry professionals. The classes here are conducted on weekdays, and assignments and online discussions are also part of the teaching process.
Classes at Great Lakes run from Monday to Thursday from 9:30 am onwards.
We regularly hold lab sessions to aid students in improving the application of data science concepts to real-life setups. Such sessions are usually guided by a faculty member and an industry expert.
4-Week project work
Application-oriented industry project also forms a part of the curriculum. These projects too are directed and overseen by faculty members and 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.
Pursue an Industry-Aligned Data Science Course in Hyderabad
Being one of the upcoming IT hubs of the country, it is not surprising to see the number of people looking for the right data scientist course in Hyderabad. These days, a data science course is one of the most popular courses in the country, even if it was relatively unknown a few years back. As “big data” and “data science” become part of regular conversations, data science training in Hyderabad and other IT inclined cities has also become more and more popular.
The popularity of data science courses in India can be attributed to a number of reasons, but its story begins with a simple process of when people began to couple statistics with computer science. The concept of “Data science” and training being offered for the same has more recently been used to designate the professional field where people aim to make sense of the big data that many organisations have managed to collect over the years. This is mainly what data science training in Hyderabad aims to teach candidates.
It may be easily said that the last ten years or so have been the most dynamic when talking about the advancement of technology in cities like Hyderabad and other metros within the country. In fact, India ranks among the largest economies in the world today. There have been a number of investments that have been pouring into Hyderabad and other cities as a number of multinational corporations have chosen to establish base in India.
Offline and online data science training in Hyderabad and other cities is opted for to prepare candidates who can help reshape the country in terms of the ways data is utilised. This has also had quite an impact on statistical foreshadowing.
What is Data Science?
Before one starts looking for the best data science training in Hyderabad or enrols in a PG course in data science, online or otherwise, it makes complete sense to first acquaint themselves with what the field entails and what they can achieve to accomplish after they have completed their data scientist course in Hyderabad.
Basically, data science can be referred to as a multidisciplinary field. It utilises data inference, algorithm development, and technology to enable professionals working in the field to be able to solve several complex analytical issues.
Today, data is at the core of every aspect that we see in the world. At almost every organisation, there are troves and troves of data stored, and that is apart from the data that is still constantly streaming in. A well-equipped professional, after their data science course in Hyderabad, can garner a lot of information from this data which would then enable them to identify advanced capabilities that can be built with it.
Discovering More about Data Insight
Any good data scientist course in India will teach you the importance of discovering data insights, which is mostly about uncovering inferences that the huge amount of data has to offer. This is a part that will be covered in data science training and will teach the candidates how they are supposed to dive into the available data to a granular level, after which they will be able to mine, study, and understand complex behaviours, inferences, and trends. This is a process that brings hidden insights to the fore, which, in turn, allows a company to make smarter and well-informed business decisions.
The Mining of Data Insights
After you have completed your online data science training in Hyderabad, you will find it easier to mine data insights as you gain the required practical experience. In the beginning, data science is a simple exploration as qualified data scientists investigate various leads and then try and understand different characteristics and patterns appearing in the data. To successfully complete their online data science training, it is best for a candidate to have an inclination towards computer sciences and possess analytical creativity.
To learn about the basics of data mining and analysing the findings, candidates have the option to get an online certification as a data scientist or to attend full time data science classes. The best data science institutes in Hyderabad teach candidates data mining, and how to apply quantitative techniques on those findings. This includes several aspects, like time series forecasting, inferential models, synthetic control experiments, segmentation analysis, and more. With the right data science classes, you will be able to scientifically piece together a view of what the data is saying. This way, you will be able to showcase data-driven insights that can provide an organisation with the strategic guidance that they need.
After you have received an online diploma in data science, you can take up the role of a consultant to guide not only businesses but also stakeholders on how to act on data findings and insights.
Why opt for an online data science course in Hyderabad?
With several options at hand, many professionals tend to wonder as to why they should pursue data science training courses or even go for online data science programs. This is a query that can be answered with a simple term – Big Data! It is not far-fetched to say that almost every company or organisation in every industry has large volumes of data and that every company will, of course, want to be able to utilise the collected data so they can figure out more ways to grow their business. Offline and online classes in data science in Hyderabad can equip you with the interdisciplinary skill set you need to be able to handle and analyse huge amounts of data. So, it may be said that a person who is equipped with an online certification in data science can find gainful employment in a number of sectors.
Gaining an online certification as a data scientist allows a candidate to be able to use the skills they have in fields like statistics, programming, maths, and other subjects to be able to organise large data sets and to apply the knowledge they have gained in their online data science training so as to uncover a number of solutions that are hidden in the big data to help an organisation reach their business goals.
Recently, there has been a significant rise in the number of fields and sectors that have been announcing job openings for professionals who hold an online data science certificate. So, it can easily be said that after an online data science course in Hyderabad, your career prospects will be majorly enhanced.
Some Job Positions for Online Data Science Certificate Holders
After data science training courses, candidates can opt to become:
- Data Engineers
- Data Scientists
- Big Data Engineers
- Data Architects
- Data Visualization Developers
- Business Analytics Specialists
- BI Solutions Architects
- Business Intelligence (BI) Engineers
- Analytics Managers
- BI Specialists
A data science course in Hyderabad truly has several job opportunities to offer.
Are you on the lookout for the best online data science certificate program?
To ensure that your diploma or post-graduation in data science counts the most, you should have basic knowledge for a number of fields like machine learning, computer science, deep learning, python, statistics, mathematics, etc. If you were to miss out of any of these skills, it will, of course, have quite an impact on the path you follow towards being a data scientist. Joining one of the best data science institutes in Hyderabad is one of the first steps that you should take; and when you do, make sure you take the fee for the data science course in Hyderabad in consideration.
When you choose a data science certification in India or start a blended or online data science course, it is always a good idea to first get in touch with professionals who are already working in the same domain, so that you can clear any doubt you may have regarding data scientist training in Hyderabad or about the curriculum or course for data science.
Whether it is blended or online data science programs, when you pursue your data science course from Great Learning, you get access to the most comprehensive and up-to-date curriculum for online data science classes. The online data science course that is offered at Great Learning has been created by top practitioners in the field in association with well-versed faculty to offer you the knowledge and insight you need to excel in data science.