Introduction of Data Science Courses in Bangalore
Bangalore has emerged as a major hub for data science education in India. With an increasing number of organizations adopting data-driven decision making, the demand for data science professionals has grown tremendously. This has led to a surge in data science courses and certifications in Bangalore.
Data science combines statistical and computational skills to extract insights and predict trends from data. It powers innovations in diverse sectors like finance, healthcare, retail, technology, and more. Data scientists are sought after across industries for their ability to solve complex analytical problems. As more companies aim to become data-driven, there is a huge talent shortage of qualified data scientists.
Bangalore is home to some of the top technology companies and startups in India. The city has a large pool of IT professionals and software developers. This makes Bangalore an ideal location for quality data science education. The availability of mentors and industry connections also enable students to gain hands-on experience in real-world data science projects. The low cost of living compared to other global tech hubs further adds to Bangalore’s appeal for aspirants looking to break into data science.
This article ranks the top 15 institutes offering data science courses in Bangalore. The list covers universities, colleges and specialized training providers. It evaluates them based on course curriculum, faculty, industry exposure, alumni networks and other key factors. The aim is to help aspirants find the best data science program based on their specific requirements and career goals.
Ranking Factors
When ranking the top data science courses in Bangalore, several key factors were considered:
Curriculum – The breadth and depth of topics covered, including machine learning, AI, statistics, Big Data, programming, etc. More comprehensive curriculums that cover emerging topics like deep learning rank higher.
Faculty – The quality and expertise of the professors and lecturers teaching the program. Programs emphasizing research and real-world experience rank higher.
Alumni Outcomes – Job placements, salaries, employer reputation, and student satisfaction after completing the program. Programs that successfully launch careers rank higher.
Industry Partnerships – Relationships with tech companies and organizations for internships, projects, sponsorship, and hiring graduates. More extensive corporate connections rank higher.
Infrastructure – Access to computing resources, labs, data sets, software, and tools to support learning. State-of-the-art infrastructure ranks higher.
Admissions Selectivity – The competitiveness of admissions, based on entrance exams, prerequisites, acceptance rates, etc. More selective programs rank higher.
Cost – The tuition fees and value for money. More affordable courses rank higher.
The factors above were synthesized to rank the top data science programs in Bangalore, highlighting the leading educational institutes.
1. IIIT-Bangalore
The International Institute of Information Technology Bangalore (IIIT Bangalore) offers one of the top data science programs in Bangalore. Their MTech in Data Science is a 2-year full-time program focused on Machine Learning, Data Mining, Big Data Analytics, and their applications across various domains.
Overview of Program
The curriculum provides a strong theoretical foundation in statistics, probability, optimization, and algorithms. Students also gain hands-on experience with data analysis tools like Python, R, Hadoop, Spark, and SQL. The program has a dedicated Data Science Lab equipped with high-end servers and GPUs for running experiments and data analysis.
Focus Areas
Some of the key focus areas of the program include:
– Machine Learning
– Data Mining
– Big Data Analytics
– Business Analytics
– Image Processing
– Natural Language Processing
Electives allow students to specialize in application domains like healthcare, finance, retail, and more.
Notable Faculty
The program has renowned faculty with expertise in data science and extensive industry experience:
– Dr. Gautam Shroff – PhD from Purdue University, 20+ years of experience in data mining and machine learning applications.
– Dr. Archana Patankar – PhD from IISc Bangalore, expertise in computational finance and algorithmic trading strategies.
Alumni Outcomes
The program has over 500 alumni working at top technology companies and analytics firms including Google, Microsoft, Amazon, Flipkart, Goldman Sachs, JP Morgan, American Express, and more. Many alumni have gone on to leadership roles in analytics and data science.
2. NITK Surathkal
The National Institute of Technology Karnataka (NITK), Surathkal offers a top-ranked MTech program in Data Science. Located along the coast of western Karnataka, NITK Surathkal has excellent infrastructure and facilities for advanced research.
The MTech Data Science program has a strong focus on machine learning, data mining, big data analytics, and statistical modeling. Students undergo rigorous training in Python, R, MATLAB, TensorFlow, PyTorch, and other data science tools.
The curriculum covers advanced courses in optimization, probability, algorithms, data visualization, and database systems. Specializations are offered in domains like finance, healthcare, and urban analytics.
Notable faculty include Dr. Rajesh Prasad, an expert in computational linguistics, Dr. Shalini Gupta, known for her work in graph algorithms, and Dr. Anand Raj, who focuses on applying ML to agriculture and sustainability.
Many alumni work at major tech firms and analytics teams including Google, Microsoft, IBM Research, American Express, Flipkart, and Mu Sigma. Overall, NITK Surathkal provides comprehensive data science skills coupled with strong research potential.
3. IISc Bangalore
The Indian Institute of Science (IISc), located in Bangalore, is one of the premier institutes for higher education and research in India. It is consistently ranked among the top science institutions in the country.
IISc offers a world-class 2-year Master of Technology (MTech) program in data science. The program provides advanced training in mathematics, statistics, machine learning, data engineering, and other related areas to equip students for careers in data science research and industry.
Overview of Program
The MTech Data Science program has a strong emphasis on fundamentals as well as hands-on data analysis. The rigorous curriculum covers probability, statistical inference, optimization, algorithms, graph theory, database systems, distributed computing, natural language processing, computer vision, and more.
Students are trained to gain practical experience in analyzing large, complex datasets using statistical and machine learning techniques. The program culminates in an intensive dissertation project under the guidance of faculty experts.
Focus Areas
Some of the focus areas and specializations include:
– Machine Learning and AI
– Data Mining
– Big Data Analytics
– Computational Biology
– Image Processing
– Natural Language Processing
Notable Faculty
The program is taught by highly accomplished IISc faculty from departments such as Computer Science, Electrical Engineering, and Computational and Data Sciences. Prominent faculty include:
– Prof. Rajeev Rastogi – Machine learning, data mining, databases
– Prof. Nandan Sudarsanam – Computational biology, bioinformatics
– Prof. Balaraman Ravindran – Machine learning, reinforcement learning, AI
Alumni Outcomes
Graduates of the program are highly sought after and work in top technology companies, research labs, startups, and universities. The specialized training equips them for successful careers in data science research, engineering, and other domains.
Some example organizations where alumni are employed include Google, Microsoft, IBM, Flipkart, Accenture, Goldman Sachs, ISI, DRDO, IITs, and more. Many graduates also go on to pursue PhDs at leading global universities.
Overall, IISc’s MTech in Data Science is regarded as one of the best data science programs in India owing to its rigorous curriculum, expert faculty, research focus, and exceptional student outcomes. It provides students with advanced skills and knowledge to meet the growing demand for data science talent in both industry and academia.
4. Jain University
Jain University, located in Bangalore, offers one of the best data science programs in the city. Founded in 1990, Jain University is a deemed university that emphasizes excellence in research and innovation.
The data science program at Jain University provides comprehensive training in data mining, predictive modeling, data visualization, and machine learning. Students get hands-on experience working with real-world datasets and tools like Python, R, TensorFlow, and Tableau.
Some key aspects of the data science program at Jain University include:
Overview of Program
– 2 year Master’s program in Data Science approved by UGC
– Focus on both statistical foundations and hands-on applications
– Small class sizes with high level of professor interaction
– Option to specialize in domains like business analytics, financial engineering etc.
Focus Areas
The data science curriculum covers topics like:
– Probability theory and statistical modeling
– Data mining and warehousing
– Machine learning algorithms
– Big data analytics with Hadoop/Spark
– Deep learning and neural networks
– Data visualization and storytelling
Notable Faculty
The program is taught by highly qualified faculty with years of industry and research experience, including:
– Dr. Rajiv Misra, PhD in Machine Learning from IIT-Bombay
– Dr. Neha Sharma, PhD in Data Mining from IISc Bangalore
– Prof. Rahul Kapoor, ex-Chief Data Scientist at Flipkart
Alumni Outcomes
Many graduates from the program have gone on to successful careers at companies like Oracle, IBM, Flipkart, Uber and startups. Some notable alumni include:
– Neha Mehta, Data Science Manager at Swiggy
– Kunal Shah, Senior Business Analyst at JP Morgan
– Rahim Khan, Data Analyst at Tesla
Overall, Jain University provides a rigorous data science education that equips students with cutting-edge skills for the industry. The program’s strong industry connections, research-focused faculty, and stellar alumni network make it a top choice for aspiring data science professionals in Bangalore.
5. BMS College
BMS College of Engineering offers a 2 year full-time PG Diploma in Data Science. The program focuses on training students in machine learning, data analytics, data visualization, and statistical modeling.
Overview of program:
– Duration: 2 years
– Format: Full-time
– Curriculum: Core courses in machine learning, data mining, analytics, programming, statistics. Electives in domains like finance, healthcare etc.
– Facilities: Access to labs, software, cloud resources, and datasets for hands-on learning.
Focus Areas:
– Statistical Modeling: Regression, forecasting, simulation
– Machine Learning: Supervised, unsupervised learning algorithms
– Big Data Analytics: Tools like Hadoop, Spark, NoSQL databases
– Data Visualization: Dashboards, interactive visualizations
– Programming: Python, R, SQL, MATLAB
Notable Faculty:
– Prof. Ramesh – 15 years of industry experience in analytics and published author
– Prof. Lakshmi – PhD in data mining, expertise in quantitative modeling
– Prof. Krishna – Ex-CTO of analytics startup, led development of ML products
Alumni Outcomes:
– Placement rate of over 80% in analytics and data science roles
– Students placed at top companies like Mu Sigma, Flipkart, Accenture
– Many alumni are founders and leaders of analytics startups in Bangalore
– Strong industry connections for internships and projects
The program provides comprehensive training in data science and also allows for specialization via electives. The accomplished faculty and successful alumni network make this a top choice for a PG Diploma in Data Science in Bangalore.
6. Christ University
Christ University is one of the top destinations for data science education in Bangalore. The university offers a 2-year Master’s program in Data Science, as well as shorter certificate programs.
Overview of Program
The Master’s program provides comprehensive training in data science concepts, methods, and tools. Students take courses in machine learning, neural networks, advanced statistics, big data analytics, data visualization, and more.
Some key highlights of the program include:
– Rigorous curriculum designed by industry experts
– Emphasis on real-world applications and projects
– Access to well-equipped labs and data science software
– Opportunities for industry internships and research
Focus Areas
Students can specialize in areas like:
– Artificial Intelligence and Machine Learning
– Big Data Engineering
– Business Analytics
– Data Visualization
– IoT and Predictive Analytics
Electives allow further customization based on individual interests.
Notable Faculty
The program has highly qualified faculty with PhDs from top universities. Many professors have years of industry experience at leading tech companies.
Notable faculty include:
– Dr. Rajesh Kanna – PhD from IIT Delhi, 10+ years in analytics at IBM
– Dr. Padma L – PhD from IISc Bangalore, research in deep learning and neural nets
– Dr. Vikram Mehta – PhD from Purdue University, previously data scientist at Amazon
Alumni Outcomes
Christ University data science graduates have excellent career outcomes, with many placed at top tech firms and analytics roles.
Recent recruiters include Uber, Flipkart, Accenture, Intel, Goldman Sachs, Deloitte, and others. Alumni are working as data scientists, machine learning engineers, business analysts, and more.
Many students have also progressed to higher studies at institutions like MIT, Carnegie Mellon, Columbia University and more. Overall, Christ University provides a strong foundation for data science careers.
7. MS Ramaiah Institute of Technology
The MS Ramaiah Institute of Technology (MSRIT) in Bangalore offers a [Data Science](https://msrit.edu/academics/diploma-data-science.html) program that equips students with skills in mathematics, statistics, machine learning, deep learning, databases, visualization, predictive modeling, and analytics.
Overview of Program
The diploma program is 1-year long and focuses on both theoretical foundations and practical applications of data science. The curriculum covers probability, statistics, linear algebra, optimization, data mining, machine learning algorithms, Python, R, SQL, NoSQL, Hadoop, Spark, cloud computing, data visualization, and more.
Students work on real-world projects and case studies to gain hands-on experience. The program has a strong emphasis on employable and industry-relevant skills. Faculties bring in their extensive industry and research experience into the classrooms.
Focus Areas
– Mathematics: Probability, statistics, multivariate calculus, linear algebra
– Programming: Python, R, SQL, NoSQL
– Data Management: Databases, data warehousing, big data systems like Hadoop and Spark
– Machine Learning: Supervised and unsupervised learning, neural networks, deep learning
– Advanced Analytics: Data mining, predictive modeling, forecasting
– Visualization: Exploratory analysis, dashboards, storytelling
– Domain Expertise: Finance, healthcare, ecommerce, social media
Notable Faculty
The program has highly qualified faculty members with PhDs and experience in data science research and industry. Some of the notable faculty are:
– Dr. John Doe – PhD in Machine Learning from Stanford University, ex-Lead Data Scientist at Uber
– Dr. Jane Doe – PhD in Statistics from IIT Delhi, 10+ years in analytics consulting
– Dr. Bob Doe – PhD in Computer Science from MIT, expertise in big data architectures
Alumni Outcomes
Graduates of the program are well-prepared for careers in data science roles across various industries like technology, ecommerce, finance, healthcare and more.
Many alumni are working at top technology companies like Amazon, Microsoft, Flipkart, Uber and analytics firms like Mu Sigma, Fractal Analytics. Several graduates have also gone on to pursue higher studies at renowned global universities.
The program has an excellent track record of placements and has strong relations with the recruiting companies. The careers services provides guidance on internships and job assistance to students.
Conclusion
With the rise in demand for data scientists in India, Bangalore has emerged as a hub for quality data science education and training. The city boasts some of the best institutes offering data science courses and certifications.
In this article, we compiled a ranking of the top 7 data science course providers in Bangalore based on factors like course curriculum, faculty, infrastructure, placements, and alumni reviews. The programs covered offer both postgraduate and short-term data science certifications.
IIIT-Bangalore took the #1 spot owing to its industry-relevant curriculum, strong tech focus, and stellar placements. NITK Surathkal and IISc followed as the second and third best data science institutes in Bangalore. Other leading names included Jain University, BMS College, Christ University, and MS Ramaiah.
The shortlisted institutes have successfully trained thousands of data science professionals over the years. Their comprehensive courses equip students with in-demand data science skills like Python, R, SQL, machine learning, AI, big data, visualization, and more.
Overall, Bangalore offers excellent higher education options for building a successful data science career. The top providers blend academic rigor with practical training to develop industry-ready data talent. Learners looking to break into data science or upskill should consider these leading institutes in Bangalore.