Data Science deals with the process of drawing out information from a large amount of data. The time spent by people on the internet screens accounts to form this data, which is classified under various subjects ranging from marketing figures, cybercrime to risk management.
The old way of extracting the data information was a long and approximated method. The time has changed to bring forth a standard solution. The data is now the fuel of the 21st century. The supply-demand graph is disturbed in a way to heavy the scales of job opportunities in this field.
According to the reports by Forbes, job chances in the data science profession has increased by 398% since 2013. The average salary bar of a data science professional is 10 lac per annum (Source -Glassdoor).
To become a Data Science professional, all you need is the right teacher, the right curriculum and dedication to the assignments.
Mumbai is the upcoming Silicon Valley of India which indicates the ample Data science profession there. Among the huge number of institutes, I’ve researched and evaluated top institutes to learn data science.
Top 11 Data Science Institutes in Mumbai
Digital Vidya
Digital Vidya is home for 35000 graduates, trained under various courses. Through the introduction of the Data Science program, the institute has benefited the aspirants to structure their career in this ever-growing field.
The journey path by Digital Vidya is designed for guiding a beginner, a non-programmer and a programmer to enter the same doors as a data Science Professional.
Taking up a course here offers you 100% placement assistance and 100% hands-on learning.
Institute Statistics:
- The course curriculum includes 39 modules
- 100% hands-on learning
- 105+ live class hours
- Hands-on projects: 9+
- Assignment hours: 72+
- Placement Partners: 50+
- 100% interview guarantee
- Industry Expert Trainers: 10+
Course name and course fee:
Course Fees(INR) + GST
- Data Analytics Course = 14,990
- Python Programming Course = 24,990
- Machine Learning Course = 34,990
- Machine Learning with Python Course = 44,990
- Data Science with Python Course = 54,990
Course type: Online Instructor-led training, self-paced foundation course
Course Curriculum:
Focused 39 modules are listed below.
- Data Science and Analytics
- Data Visualization
- Fundamentals of Excel
- Data Cleaning & Excel
- Data Manipulation
- Data Analysis & Visualization using Advanced Excel
- Statistics & Application in Excel
- MS SQL & MS Access
- SQL Queries and views
- Python Fundamentals
- Python MySQL
- Pandas Dataframe
- Data Analysis
- Object-Oriented Concepts
- Functions
- Statistics Fundamentals
- Machine Learning with Python
- Regression — Intro and Data
- Classification
- Support Vector Machine Introduction
- Machine Learning — Clustering Introduction
- Recommender Systems
- Introduction to NLP
Tools Introduced:
- Excel
- SQL
- POWER BI
- TABLEAU
- QLIK VIEW
- JUPYTER NOTEBOOK
- NUMPY
- MY SQL
ETL HIVE
ETL-HIVE has a staff of highly qualified professional faculty to enrich the dreams of its students. It provides three types of training: Customer, Corporate and online.
The institute provides training in all the advanced-technology and development programs.
Institute Statistics:
- 100% student satisfaction guarantee in corporate training
- Live projects
- Multiple sessions
- Job assistance
- Online study material
Course name: Data Science and Data Analytics Training
Course type: Classroom training, Online Training
Course Curriculum:
- Big Data in the context of Data Science
- Fundamentals of R
- R Data Structures
- Data Manipulation using R
- Hypothesis testing
- Machine Learning Techniques Using R
- Supervised learning Techniques & implementation of various Algorithms
- Unsupervised ML techniques- implementation of different Algorithms
- Regression models for Forecasting Numeric Data
- Deep Learning- Neural networks and support vector machine
- Projects
Tools:
- SAS
- R
- HADOOP
UpGrad
UpGrad was started in 2015 and now stands among the top Data Science Institutes in Mumbai. It’s an online platform which provides the most refined curriculum designed by the global industry leaders.
The Institute provides full assistance with its effective curriculum, dedicated placement cell and hands-on projects for the bright career of its graduates.
Institute Statistics:
- More than 5000 students empowered
- 100% job assistance
- Courses available in diploma, PG
- One-on-one with industry mentors
Course name and course fee:
Course Fee (INR) + GST
- Master of Science in Data Science = 4,85,000
- Business Analytics Certification Program = 20,000
Course type: Online training, Classroom training and Instructor-led
Course Curriculum:
- Statistics & Exploratory Data Science
- Machine Learning 1
- Machine Learning 2
- Big Data & SQL
- Elective- Deep Learning & Neural Networks
- Elective- Natural Language Processing
- Elective- E-commerce
- Elective-BFSI
- Research Methodologies
- Master’s Dissertation
- Business Problem Solving, Insights and Storytelling
- Exploratory Data Analysis and Optimization
- Predictive Analytics
IMS Proschool
IMS Proschool is ranked number fourth in the list of top data science institutes in India. On reaching such a successful number, Preschool decided to spread out its classroom training in 15 metro cities.
Till date, IMS has contributed to graduating 25,000+ students.
Institute Statistics:
- Around 15 branches across the country
- 100% placement support
Course name:
Course Fee(INR) inclusive GST
- Business Analytics- NSDC & IMS Proschool = 50,000 (classroom) & 35,000 (online)
- Certificate in Data Science- NSDC & Proschool = 80,000 (classroom) & 60,000 (online)
- Post Graduate Diploma in Data Science- Government Approved = 1,30,000 (only classroom program available)
Course type: Classroom training and online classes
Course Curriculum:
- Basic & Advanced Statistics
- Exploratory Data Analysis
- Regression Analysis
- Time Series & Clustering
- Python & R
- Tableau & SQL
- Boosting, Regularization
- PCA, Recommender system
- Neural Nets & Deep Learning
- Tensor flow
- Hadoop Introduction
- ML with Azure
- Advance projects on Tableau
- Projects on Machine Learning
- Business Communication
Tools:
- SQL
- HADOOP
- TABLEAU
- PYTHON
- R
- TENSOR FLOW
Great Learning
The Ed-tech Institute ‘Great Learning’ provides training in all the booming technology and development-based programs. The institute has already risen the career- the scope of its graduates and is looking forward to benefiting millions in the near future.
Institute Statistics:
- 1–1 mentorship sessions
Course name and course fee:
Course Fee(INR) + GST
- Data Science and Engineering = 3,50,000 (only classroom program available)
- Data Science and Business Analytics = 3,95,000 (classroom) & 2,00,000 (online)
- Data Analytics using Excel = 25,000
Course type: Classroom and Online training
Course Curriculum:
- SQL Programming
- Advanced Statistics
- Data Mining & Predictive modelling
- Time Series Forecasting
- Machine Learning
- Data Visualization using Tableau
- Supply Chain & Logistics Analytics
- Finance & Risk Analytics
- Web and Social Media Analytics
- Linear & Logistics regression
- Exploratory Data Analytics
- Unsupervised Learning Classification\
- Ensemble Techniques
- SQL Programming
- Data Visualization
- Introduction to Analytics
- Data Wrangling using Excel
- Data Modelling using Excel
- Statistics using Excel
Tools:
- SAS
- R
- PYTHON
- TABLEAU
- EXCEL
Grey Atom
Having graduated more than 15,000 students, today Greyatom has become the top-rising EdTech Institute in Mumbai. It was laid as a setup for enriching the students’ environment with skills and empowerment to get-in them in their dream jobs.
The institute visions to surpass the figure of 5 million in the next two years.
Institute Statistics:
- 170+ companies as placement partners
- More than 1,50,000 students opting for the institute
- 1200+ Mentors
- More than 10 million hours delivered on this platform
Course name and course fee:
- Data Science Master’s Program = INR 1,24,500-/
Course type: Online:mentor-led, Classroom:mentor-led
Course Curriculum:
- Introduction to Data Science
- Python Data Science Toolbox
- Foundations of Machine Learning
- Advanced Machine Learning
- Supervised and Unsupervised Machine Learning
- Working with text data
- Capstone Project
Imarticus
Imarticuus has trained more than 30,000 students by now and assisted their placements at its 300+ domestic and global associates.
The training institute has designed the curriculum according to its relevance to the job industry.
Institute Statistics:
- 180+ working hours
- 14+ hands-on projects
- 24/7 assistance
Course name & Fee:
- Data Science Prodegree = Classroom Training: 80,000/- & Instructor-led Training: 60,000/-
- ML & Deep Learning Prodegree = Classroom Training: 1,00,000/ & Instructor-led Training: 80,000/-
Course type: Classroom Training, Instructor-led Training
Course Curriculum:
- Statistics Fundamentals & R
- Data Science with R
- Data Science with Python
- SAS Programming
- Data Visualization with Tableau
- ML & Introduction to Python
- Introduction to Statistics
- Machine Learning
- Deep Learning
- Job Readiness
- The future of IBM Watson
- Analytics & Data Science
- Data Analytics, Science & Big Data Hadoop
- R, Python
- SAS, Tableau & Interview Prep
Tools:
- R
- PYTHON
- SAS
- TABLEAU
Edvancer
Edvancer specializes in certified Data Science and AI training, delivered by the experienced faculty. It benefits its students with the flexibility in learning medium. It offers a choice of; classroom, online and instructor-led training medium.
Through the refined curriculum and live hands-on projects, Edvancer excels in its training.
Institute Strengths:
- Provide a high ROI to students
- Anywhere and anytime learning
- Knowledge hub for each domain
Course name and course fee:
- Certified Data Science Specialist- INR 34,990-/
Course type: Online platform and Instructor-led
Course Curriculum:
- Introduction to Business Analytics
- Fundamentals of R
- Univariate statistics in R
- Data Visualization in R
- Hypothesis Testing and ANOVA in R
- Data Preparation using R
- Correlation and Linear Regression
- Logistic Regression
- Segmentation for Marketing Analytics
- Time Series Forecasting
- Decision Trees
- Introduction to Python
- Iterative Operations and Functions in Python
- Data Summary and Visualization in Python
- Data Handling in Python using NumPy and Python
- Machine Learning Basics
- Generalized Linear Models in python
- Tree models using Python
- Boosting Algorithms using Python
- SVM and KNN in Python
- Unsupervised Learning in Python
- Text Mining
- Version Control Using Git and Interactive Data Products
Tools:
- SQL
- SVM
- KNN
- R
- PYTHON
- NUMPY
Simplilearn
Simplilearn is one of the leading trainers of Data Science. The Institute has already surpassed the figure of 10 lakh graduated under the guidance of 2000 faculty members.
Simplilearn covers around 400 courses to attract students from all diversities.
Institute Statistics:
- 15+ live projects
- More than 30 data science tools
- On the successful completion of the course, certificates from IBM & Simplilearn are provided
Course name and course fee:
Course Fee(INR) + GST
- Data Scientist = 49,999/-
- Data Analyst = 44,999/-
- Data Science with Python = 22,999/-
- Data Science with SAS = 21,999/-
- Data Science with R = 21,999/-
Course type: Online Classes, Instructor-led live classes
Course Curriculum:
Learning path of Simplilearn covers the following course modules:
- Data Science with SAS training
- Machine learning
- Data Science with Python
- Tableau
- Big Data Hadoop & Spark Developer
- Power BI
- Capstone Project
Completing all modules under the above courses, make you liable for earning individual certificates on all of them.
Tools Covered
Key tools covered by Simplilearn Data Science Program are:
- HADOOP
- R
- SAS
- SCIPY
- IBM WATSON
- NUMPY
- PANDAS
- SCALA
Evarcity
Evarcity has been contributing to the market through its online and classroom training courses. It has introduced the top industry experts to train its students. The experts come from famous institutes like IIT, BITS, DTU and NIT.
The vision of the Institute is to increase the data economy by providing optimum assistance to students.
To support the students with the best training, Evarsity gives 24/7 access to online labs.
Institute Strengths:
- Youth and women scholarship
- Weekend fast-track course
- Master class Lectures
- Hands-on projects
- 24/7 online labs
Course name: Data Science Course Training
Course type: Online training and Classroom Training
Course Curriculum:
3 modules of 4 weeks each
- Introduction to Statistics
- Introduction to R Programming and Python
- Introduction to Machine Learning
Learnbay
The Data Science Course for Learnbay is structured for professionals with 10–15 years of experience. It has the best training staff from Premium places like IITs and IIMs. The institute provides separate classes for no-programmers.
Institute Statistics:
- Classroom Certification course
- Real-time Project Experience
- Job assistance
- 24/7 support
Course name and course fee:
Data Science Certification Course -Online: INR 42,000, Classroom: INR 52,000
Course type: Classroom, Online(Virtual classroom)
Course Curriculum:
Curriculum from the outer frame:
- Learn Python and R
- Statistics Concept
- Real-time Projects
- Job support and Interview prep
- Real-Time Projects
Conclusion
Data Science is the sexiest job of the 21st century(LinkedIn).
Choosing the best course data science course involves many criteria including the location, course fee, the base knowledge, and the institute reputation.
Above, I’ve provided a list of Topmost reputed data science courses in Mumbai. All the required parameters are mentioned against the institute’s name. Now, the time is yours, to analyze and choose the best for you. For any further queries, you can reach me through the comment section.
