Data Science

TOP 20 DATA SCIENCE COURSES IN PUNE: 2022

Composition of human head, key symbol and fractal design elements on the subject of encryption, security, digital communications, science and technology

INTRODUCTION

Data Science is a ‘tip of the tongue’ word for any well-informed person. It is so for reasons that matter. And, the one that does so the most is the future scope of the field of Data Science.

So, what can Data Science accomplish with a bright future? Projecting Data Science, not too far out into the future, it would do what it is already doing better and at a much larger scale. Like –

  • Create millions of jobs
  • Be the reason behind building smart machines
  • Propel businesses to grow multi-fold
  • Be used in every industry
  • Create several new businesses
  • Fasten rate of work by orders of magnitude
  • Make the world richer
  • Combat Climate Change
See the source image

Maybe the word ‘would’ should be replaced by ‘shall’ because the projected future is very likely. On that note, ‘first things first’ – Learning Data Science. This ‘just the thing’ compilation of 20 Best Data Science Courses, as confined to Pune, has been made for the enthused learners, ready to take on DS or the ‘just arrived’, who are having a touchdown moment with the topic. Over a long course list, hopefully, the motivation to read on will stay its course (pun intended).

THE LIST begins with –

1.     HENRY HARVIN ANALYTICS ACADEMY

[[Contact @ +91 9015266266 [email protected]]]

Henry Harvin Courses for up-skilling rank among the Top 5 in India.

The PG Diploma in Data Science by Henry Harvin is no exception. It paves way for being a Data Scientist, Data Engineer or a Data Analyst.

Since it’s a Diploma, it begins with laying foundations of programming that are most required for working with Data Science at the programming/algorithmic or analysis level. Hence, it would not matter for non-programming background individual.

The course is elaborate, covering multiple tools and concepts that are applicable for industry-like Data Science and Business Analytics work.

PG Diploma in Data Science
DURATION: 1 year, incl. 6-month Internship  

FEES: INR 75000  

FORMAT: Trainer-led LIVE Online Classes  
*STARTS EVERY WEEK  

+ADVANTAGES
1-yr. gold membership
Monthly Boot-camp
LMS & Recorded Sessions
Hiring by Top-Companies    
WHAT’S TAUGHT
(Modules are also shown in the image below)
Programming for non-programmers
Data Science Statistics
Data Science with R & Python
ML, NLP
Tableau  

LANGUAGE/TOOLS
Power BI
R
Python ( Numpy, Pandas)
ggplot2, dplyr
Java, C++

PRACTICE
Simulated Data Science Projects

Particularly, it teaches – Science and Concept behind Algorithms for Machine Learning (ML), Deep Learning, Natural Language Processing (NLP), and how data plays a role in these advanced concepts of data science.

The Diploma course finishes with simulated projects of Data Science for different industries – Retail, E-commerce, Web & Social Media, Banking, Supply Chain, Healthcare, Insurance, Entrepreneurship /Start-Ups, Finance & Accounts

***Post the learning of 6 months, a 6-month internship with a company is the best part of this Data Science training. What more! A PG Diploma certificate is granted upon completion (image above).

2. PG Program in Data Analytics & Machine Learning

By IMARTICUS LEARNING

This course is customized for 2 tracks – Fresh Graduates and Working Professionals (< 5 years of work experience). Seen below are tables and images on course particulars and main curriculum topics. Both the tracks, however, are engaged with similar hands-on projects – lesson-wise & final capstone.

PG Program in Data Analytics & Machine Learning
DURATION
6-months for Fresh Graduates WK.DAY track -> 776 hours
9-months for Working Professionals WK.END track -> 144 hours  

FEES: INR 2,15,000  

FORMAT: Trainer-led LIVE Online Classes  OR Classroom

+ADVANTAGES
Boot-camps
One-on-One Mentoring by Experts
LMS & Recorded Sessions Hiring by Top Companies & Start-Ups    
WHAT’S TAUGHT
Modules are shown in the image below. Those are slightly different for Graduates and Professionals  

LANGUAGE/TOOLS:
SQL, R, Python (NumPy, Pandas)
Tensor Flow
SPYDEF, jupyterhub, colab, OpenCV
Hadoop, Spark, PowerBI  

PRACTICE
25 Hands-on lesson projects, overall
Industry Case Studies
Final Capstone Project
Hackathon Competition

The course focuses on teaching tools & programming languages as applied to data science, besides the core concepts of Statistics, Mathematics and Analytics. It builds background for Machine Learning, Deep Learning/Neural Networks, and Artificial Intelligence – Computer Vision & Natural Language Processing (NLP).

This course covers quite a few industry domains of data science through its case studies. Some of which are –

  • Climate Change over time
  • Automotive Analytics for performance
  • Business Analytics – Example: Customer Targeting
  • Healthcare – Vaccine Testing
  • Transportation – Taxi-fare Pricing

***With course completion, a certificate of Post Graduate (PG) Diploma is granted.

3.     Data Science ProDegree

By Imarticus Learning in collaboration with KPMG

This course is aimed at young professionals and lays strong foundation for a future Data Scientist. The case studies and the final capstone project of 4 weeks are actual business cases facilitated by KPMG for experience of real-time delivery of data science projects.

*** The course certificate, endorsed by KPMG and recognized internationally is given upon completion.

Data Science ProDegree
DURATION
2-months full-time WK.DAYS
4-months part-time WK.END

FEES: INR 54,000 & INR 75,000 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Boot-camps
Dedicated Mentoring by In-House & KPMG Experts
LMS & Recorded Sessions
Hiring by Top Companies & Start-Ups    
WHAT’S TAUGHT
Modules are shown in the image below
Detailed Curriculum is avail. on Inst. website  

LANGUAGE/TOOLS
SQL, R
Python (NumPy, Pandas)
Tableau, ggplot2  

PRACTICE
14 Hands-on lesson projects, overall
Industry Case Studies
Final Capstone Project  

The career paths this course opens up, just to name a few, include Data Analyst, Machine Learning Engineer, Predictive Modeling Associate, Data Mining Engineer and Business Analyst.

Gaining expertise, projects like Marketing Classification, Real Estate Price Prediction, Type of Wine (Classification with Chemical Analysis) and more, can be executed.

4.     PG Diploma in Data Science

By IMS Proschool

Ranked all-India #10, this is NSDC approved Post Graduate Diploma in coalition with Jain University (Bangalore).

The course is of an year’s duration divided in 3 terms, beginning with Programming in Data Science essential languages and advancing to concepts of Machine Learning, Artificial Intelligence and Neural Networks with final lessons in Big Data, Data Visualization and Integrated Development Environment tools training. The course ends with a final practical project that is deemed to be equivalent to an Internship or Industry-suitable project.

PG Diploma in Data Science
DURATION 12-months full-time WK.DAYS & WK.END  

FEES: INR 1, 50,000 for WK.END Program
Inquire for Classroom Training  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Dedicated Mentoring by Industry Experts
Recorded Sessions of Classes
Placement & Career Support    
WHAT’S TAUGHT
Modules are shown in the image below
Detailed Syllabus is avail. on Inst. website

LANGUAGE/TOOLS:
SQL, R, Python (NumPy, Pandas, TensorFlow, Keras) Hadoop, Spark, Hive, Scala
Power BI, Tableau, ggplot2
Microsoft Azure  

PRACTICE 34
Hands-on projects/case studies, overall
Final Project of Internship/Industry Deployment Level  

*** The certification of PG Diploma is awarded by Jain University with specification of grade.

5.     Certification in Data Science

By IMS Proschool

This course lays foundations for becoming a junior-level Machine Learning/Artificial Engineer. The tools and techniques focus on Business Analytics in the first term of the 6-month long training program. Each term has quite a many projects for hands-on practice.

*** After course completion, there are 2 course certifications that are granted –

  • The certification by NSE National Stock Exchange Academy is based on a test to examine practical skills
  • And, the certification by the training institute IMS Proschool with NSDC is given on successful completion of end-term exams and a final project
Certification in Data Science
Certification in Data Science
DURATION: 6-months

FEES
INR 80,000 for Classroom Training
INR 60,000 for Live Virtual Classes  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Dedicated Mentoring by Industry Experts
Recorded Sessions of Classes
Placement & Career Support    
WHAT’S TAUGHT
Modules are shown in the image below
Detailed Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
R, Python (NumPy, Pandas, TensorFlow, Keras)
Power BI, Tableau
SAS  

PRACTICE
30 Hands-on projects/case studies, overall
1 Final Project  

Post-training, not limited to, but opportunities can be sought in the fields of BFSI, Telecom, Retail/E-commerce, and Digital Marketing.

6.     Data Science (PG Certification)

By I.T. Vedant

This course also covers, like the other 5 courses already discussed the concepts of data science rooted in Business Analytics, Machine Learning, Deep Learning/Neural Networks and Artificial Intelligence, but being Python-centric for modeling and analysis. In addition, it covers Web Scraping using Python packages ‘BeautifulSoup’ & ‘Selenium’.

*** It comes with 3 main Certifications – 1 from the institute for course completion and other 2 from Microsoft & Google – course’s completion makes clearing the Google TensorFlow exam easy.

Apart from the main Certifications, each course module completion to satisfactory assessment earns a Certificate.

Interesting Case Studies are included for practice – for the domains of OTT Platform, Healthcare, Telecom, Real-Estate and services of Security, Customer Service etc. tools and concepts are applied for Segmentation, Classification, Detection & Prediction – Examples: Classify transactions as fraud based on credit card transaction pattern; Segment or Group Customers based on buying patterns; Face (Identity Establishment) or Object Detection.

The positions that can be aimed for are varied, anything from Data Analyst to a Data Scientist and ML/Deep Learning/NLP Engineer with an expectation of a Fresher salary of 12.5 LPA, as claimed by the program – a test-worthy promise.

Data Science (PG Certification)
DURATION: 6-months. WK.DAYS & WK.END

FEES: Avail. only on contact with the Inst.  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Guaranteed Internship
Recorded Sessions of Classes
Placement & Personalized Career Support    
WHAT’S TAUGHT
Modules are shown in the image below
Detailed Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL Python (NumPy, Pandas, TensorFlow, Keras, Natural Language Toolkit, Scikit, Selenium, Beautiful Soup, Seaborn, Mathplotlib)
Jupyter Notebook
OpenCV
Heroku, Docker  

PRACTICE
12 Hands-on projects/case studies, overall

 

7.     Data Science with AI and AWS (Master Certification)

At I.T.Vedant

This course of Data Science is extremely comprehensive. It starts with basics of data, statistics, and algorithms. It also has 3 self-learning modules – Excel (incl. Advanced), Tableau (Shelf & Card), and ML with R.

There are several tools that are covered as part of the course – the list goes on. As the title speaks for itself, Machine Learning, from start to finish (Model Creation to Deployment & Management) is taught to be done in the Integrated Development Environment of Amazon Web Services (AWS), besides the stand-alone training of the frameworks.

This course can jot down careers of Data Scientist, AI/ML/Deep Learning/NLP Engineer, Big Data Consultant, and of course many other similar ones in the field.

Ultimately, 2 official Certifications, 1 from the Institute and 1 from Microsoft are granted after successful completion of course requirements. The option of Google TensorFlow Certification is available with an online exam. 13 individual course modules also earn a certification with completion of each.

Data Science with AI and AWS (Master Certification)
DURATION: 12-months. WK.DAYS & WK.END  

FEES: Avail. only on contact with the Inst.  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Guaranteed Internship
Recorded Sessions of Classes
Placement & Personalized Career Support
Intensive Practical Training    
WHAT’S TAUGHT
Modules are shown in the image below
Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
Advanced Excel
SQL
Statsmodels
R
Python (NumPy, Pandas, TensorFlow, Keras, Natural Language Toolkit, Scikit)
Hadoop, Spark, Hive, Pig
jupyter
OpenCV
Tableau
AWS, RStudio  

PRACTICE
21 Hands-on projects/case studies, overall

8.     Certified Data Scientist

At Datamites

This is a course complying with global industry standards, thereby, accredited by IABAC, as well. It is as good for freshers as for working professionals in managerial roles.

It teaches all essential and advanced concepts required for Data Science – Mathematics, Statistics, Programming with Python, R & SQL, Big Data, Machine Learning Modeling & Deployment and Data Visualization

Certifications are by the institute for course completion and by IABAC with an online exam assessment.

Career Paths one can take is any Data Science Professional or Machine Learning Expert.

Certified Data Scientist
DURATION: 6-months. WK.DAYS & WK.END  

FEES: INR 39,878 & INR 54,503 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Recorded Sessions of Classes
Placement & Career Support
Intensive Practical Training
Cloud Lab Access for 1 year    
WHAT’S TAUGHT
Modules are shown in the image below. Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL
R, R Studio
Python (NumPy, Pandas, TensorFlow, Keras, Seaborn, Matplotlib)
Jupyter, Anaconda
Hadoop, Spark
Flask API
Tableau  

PRACTICE
25 Hands-on projects/case studies topic-wise
1 Client Project

9.     Diploma in Data Science

At Datamites

This course is specially aimed at Fresh Graduates. Accredited by IABAC, it meets the global standards for data science curriculum.

The course covers basics of data science, general and data science specific programming in Python & SQL, Big Data, Deep Learning/AI, Flask & Rest APIs, CNN Convolution Neural Network algorithms for AI.

The focus of course is on Python for Data Science & Machine Learning

Course Exclusives are APIs of Rest and Flask, Hands-on in CNN, NLTK Sentiment Analysis, ANN

Certification is dual with IABAC granting one with an online exam assessment, and the institute giving one for course completion Viable Career Paths can be ML Expert, Bug Data Professional, and Data Science Professional.

Diploma in Data Science
DURATION: 3-months. WK.DAYS & WK.END  

FEES: INR 27,203 & INR 39,878 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Recorded Sessions of Classes
Placement & Career Support
Intensive Practical Training
Cloud Lab Access for 1 year    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL
Python (NumPy, Pandas, Seaborn, Matplotlib)
TensorFlow (Keras)
Jupyter,
Anaconda Hadoop, Spark
Flask API, Rest API
NLTK  

PRACTICE
5 Capstone Projects
1 Client Project

10.     Data Science Foundation

At Datamites

This course is for starters in Data Science and is a good step to find out if Data Science will be a good career choice. It is beneficial for graduates or professionals or just certification seekers.

It focuses on Foundational Data Science, Statistical Concepts, short but full lifecycle of Data Analysis and introductory ML with practical case studies.

Course is exclusive in covering Applied Statistics, Data Sources & Importing Techniques.

On completion, certification is by IABAC, which is globally recognized.

Data Science Foundation
DURATION: 2-months. WK.DAYS & WK.END  

FEES: INR 16,478 & INR 14,528 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES Recorded Sessions of Classes Internship & Job Assistance    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
(*introductory)
SQL
Python
R
Tableau  

PRACTICE
5 Capstone Projects

11.     Diploma in Full Stack Data Science & AI

At Gamaka AI

This course, again, is for anybody without a prerequisite for learning it, and equally good for anybody, even professionals looking to enhance Data Science skills.

This course can boast of case studies like items on-sale – one too many! And can be picked from. The case studies, available on the course page, are worth a look.

The course focuses on all-round coverage of Data Science and its applications in AI Artificial Intelligence.

Course Exclusives are its case studies, besides the tools – includes a case study of AI in the field of Music, covers a Non-SQL database MongoDB, and Cloud services/IDE of AWS Amazon Web Services & Microsoft Azure.

Certifications are given for course completion and Internship (which is optional).

Diploma in Full Stack Data Science & AI
DURATION: 4-months. WK.DAYS & WK.END  

FEES: INR 39,500 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Extra 1-month separate batch for Non-IT background Money-back Job guarantee
* Internship with proof of experience (Experience letter) with partner firms or internally    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL Python
MongoDB
Hadoop, Spark
Tableau
AWS, Azure  

PRACTICE
15 Hands-on Case Studies

12.     Data Science with Python

At Gamaka AI

This course imparts Data Science, ML Machine Learning, Deep Learning concepts with Python as the programming language and analysis tool.

It focuses on Qualitative and Quantitative concepts of Data Science, & Programming.

Course exclusives are some uncommon case studies of live projects, activities and tools like these –

  • Family Member Detection, Self-Image Recognition Modelling, Genetic Algorithm (in Python) for Evolution of a Salesman
  • CloudFoundary Model Deployment, Sequence-to-Sequence Magical Data Models
  • ANN, CNN, Pycharm, Enthought Canopy, IDLE, STATSMODELS

Certifications are granted for Course Completion and Internship.

Data Science with Python
DURATION: 3-months. WK.DAYS & WK.END  

FEES: INR 15,500 resp. for 2 formats  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
Extra 1-month separate batch for Non-IT background Money-back Job guarantee
* Internship with proof of experience (Experience letter) with partner firms or internally    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL
Python (NumPy, Pandas, Seaborn, Matplotlib, SciPy, Pycharm, STATSMODELS)
IDLE
Anaconda
EnthoughtCanopy  

PRACTICE
3 Hands-on Case Studies (of choice)

13.     Data Science Professional

At Marsian Tech

This course is all Data Science, as Data Science should be. Thus, is very suitable for graduates and professionals from all domains.

If what it focuses on is looked at, it is strong foundations in Data Science from all aspects of handling data i.e. Data Mining, Data Processing, Data Optimization & Visualization, followed by ML algorithms.

This course is amply relevant for opening the doors to a career of a Data Scientist.

Course is exclusive in terms of teaching how to derive value from Big Data, understanding the role of a Data Scientist, ML Machine Learning services & ML execution in cloud, creating Data Products.

A course completion Certificate is granted after successful finish of the course.

Data Science Professional
DURATION: 150 hours. WK.DAYS & WK.END  

FEES: Not stated. Enquiry required  

FORMAT: Not stated. Enquiry required  

+ADVANTAGES
Guidance & Mentoring for Career
Post-training Engagement for better retention  
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
Advanced Excel
Python (NumPy, Pandas, Seaborn, Matplotlib, SciPy) Tableau
Cloud Computing Services  

PRACTICE
Numerous Hands-on Case Studies

14.     AI ML Master Data Course

At Marsian Tech

This is good beginner’s course for AI Artificial Intelligence.

The course focuses on ML Machine Learning and AI Artificial Intelligence.

The course is promising, in fact, kind of promises to make the Ultimate ML and AI Engineers. It is also good for a career as a Data Scientist.

Course Exclusives are GPU Programming for Deep Learning, in-depth ML/AI learning, ML algorithms in ‘R’ & Python, ML on Cloud, ANN, CNN, Autoencoders,  Reinforcement method of ML, Statistical Models for Big Data Analytics.

At the end of course, a course completion Certificate is given.

AI ML Master Data Course
DURATION: 200 hours. WK.DAYS & WK.END  

FEES: Not stated. Enquiry required  

FORMAT: Trainer-led LIVE Online Classes & Classroom  

+ADVANTAGES
3 months of complementary Internship Guidance & Mentoring for Career
Post-training support for external certifications
Lifetime Technical Support  
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
SQL
R
Python (NumPy, Pandas, Seaborn, Matplotlib, SciPy) Tableau    

PRACTICE
Multiple Real-time Projects in AI

15.     PG/Masters Program in Data Science & AI

At Excel R

It is a humongous course, very intensive that can turn out super fruitful to the prepared, yet prove appropriate for beginners.  The course is designed to help project managers/team leaders who are not Data Scientists and vice-versa, by taking up full-fledged Data Science with the background of Agile methodology and ETL tools.

The course’s focus is on Agile Project Management, whole Data Science with emphasis on data management with ETL, ML, AI, DL, IoT with Embedded Systems, and ML with Cloud usage.

Course Exclusives are –

  • Agile PM
  • IoT Internet of Things
  • Embedded Systems (Arduino, Raspberry Pi, Big Data Virtual Lab, Embedded C)
  • AWS & Azure Cloud Services (SaaS, PaaS, IaaS)
  • Game Intelligence (Re-NN), KNN, ANN, CNN, RNN
  • RShiny, Flask API
  • Use-cases with Arduino & Raspberry Pi – Temperature Monitoring Systems, WIFI Home Automation, Object Detection
  • Interesting Case Studies – Extra-marital affair prediction, oil prices prediction, crime data analysis using clustering, video analysis of a short film

Certification for course completion – endorsed by Steinbeis Global Institute (Steinbeis University, Berlin) + Excel R + Steinbeis Academy for Advanced Technical Training and Entrepreneurship AND *** Certificate for Internship from AI Variant company.

*** Course completion also gains Alumnus status from Steinbeis Global Institute.

PG/Masters Program in Data Science & AI
DURATION: 10 months. WK.DAYS & WK.END  

FEES: Not stated. Enquiry required  

FORMAT: Trainer-led LIVE Online Classes  

+ADVANTAGES
Recorded Sessions
*Internship with AI Variant company
PGP Exam Prep. with 2 Mock Tests
Post-training Support
Peer Support  
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
Excel (Basic & Advanced)
MySQL
R
Python (NumPy, Pandas, Seaborn, Matplotlib, SciPy) Tableau
AWS, Azure
Hadoop, Spark
Embedded C/Embedded Systems  
Agile  

PRACTICE
6-10 Major Projects

16.     Data Science Certification Course

At Excel R

It is a very diverse course for leading the way to being a Data Scientist, ML Expert. The course has global acknowledgement.

The course focuses on full life-cycle of Data Science, lots of case studies for ML Machine Learning algorithms and techniques, Data/Text Mining, AI, Deep Learning.

The course is exclusive in respect of –

  • the Django Framework, Rest API, LSTM, SVM, KNN, Emotion/Lexicon Mining, XGB/GLM (Social Media Ads), R Studio
  • a few case studies (from a big lot of assignments), like Forecasting of Bike Shares/Solar Power, Prediction of Patient Survival, Forest Fires Study, Jokes Recommendation for Subscribers

Certifications for course completion are 2 – 1, endorsed by Steinbeis Global Institute (Steinbeis University, Berlin) + Excel R + Steinbeis Academy for Advanced Technical Training and Entrepreneurship AND 2 by IBM.

Data Science Certification Course
DURATION: 6 months. WK.DAYS & WK.END  

FEES: INR 91,000/INR 42,000  

FORMAT: Trainer-led LIVE Online /Self-Paced  

+VE
Recorded Sessions
Placement Support  
-VE
IBM Certification Cost is extra
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. On Inst. Website  

LANGUAGE/TOOLS
Excel (Basic & Advanced)
SQL, MySQL, SQLite
R, R Studio, RShiny
Python (NumPy, Pandas, Seaborn, Matplotlib, SciPy) Tableau
Hadoop, Spark
Jupyter Notebook, GitHub
Streamlit
Flask, Rest APIs
AWS, Azure  

PRACTICE
50+ Assignments
6 Practice Projects
2 Capstone Projects

17.     Data Science

At Seven Mentors

This course begins with programming in JAVA, which provides good base for OOP Object Oriented Programming, helpful to understand Python that works on the same principle. It is a large course, elaborate on Big Data, and programming, capable of developing profound skill in those.

Therefore, the course’s focus is on solid foundation in programming (Python), Hadoop Ecosystem (data handling/structuring), and Python for Data Science.

Course Exclusives are Big Data-Hadoop Ecosystem in detail, MangoDB, Dataiku, Ubuntu, Django Framework, Scala, Multi-threaded Python Programming, PyQT, Theano, Tkinter, KNN/CNN algorithms AND a JAVA based Web Application Demo of a Product, & a Data De-duplication Project.

Course Certification is globally-recognized Seven Mentor course completion certificate with successful completion of projects & the course as a whole.

Data Science
DURATION: Not stated  

FEES: Not specified  

FORMAT: Trainer-led LIVE Online /Self-Paced
WK.DAYS & WK.END  

+VE
Full Placement Support Frequent Batches    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. On Inst. Website  

LANGUAGE/TOOLS  
SQL, R, Scala
Python (NumPy, Pandas, Seaborn, Matplotlib, PyQT)
Hadoop Ecosystem, MangoDB, Dataiku
Ubuntu
Django Framework
Theano, Tkinter
Git, GitHub
Apache Kafka & Flume
Tableau   

PRACTICE
Real-time Projects

18.     Data Science

At 3RITechnologies

This course takes up Data Science with all its essentials, like the core concepts of Maths, Statistics, Python as applicable to Data Science, its popular applications of AI, DL, ML with plenty of hands-on projects. It’s a course one should lay hands on in the dark, if at all.

It focuses on Data Science, holistically, and as it extends to ML, AI, DL with modeling, algorithms building and deployable projects.

Course Exclusivity lies in its multiple and different industries based Machine Learning projects that are end-to-end (data collection, modeling decisions, and deployment on cloud), various approaches to solving Data Science problems, and GIT.

The institute grants a Certificate of completion with satisfactory fulfillment of live project work and an exam.

Data Science
DURATION: 4 months.  WK.DAYS & WK.END  

FEES: Not specified  

FORMAT: Trainer-led LIVE Online /Self-Paced  

+VE
Job Assistance 24 X 7 Support    
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. On Inst. Website  

LANGUAGE/TOOLS
SQL
Python (NumPy, Pandas, Seaborn, Matplotlib)
Git
Tableau
AWS  

PRACTICE Multiple Case Studies 2 Real-time Projects

19.     Data Science Training in Pune

At TechData Solutions

This course trains in Data Science with its 2 most opted-for programming tools – R & Python, starting with all the concepts required for programming in these languages in regards to Data Science.

The course focuses on ML & AI techniques of Regression & Classification using both Python and R.

Course is exclusive in taking up ML & AI, including case studies of different modeling methods/neural networks in Python & R, just as preferred by the industry. It also undertakes interesting real-time projects of Prediction & Classification – examples: Mutual Funds Performance Prediction, Good/Bad Loaners Classification.

Certification is granted by the institute for course completion.

Data Science Training
DURATION: 120 hours. WK.DAYS & WK.END  

FEES: Not stated. Enquiry required  

FORMAT: LIVE Online & Classroom  

+ADVANTAGES
Mentoring 1-on-1
24X7 Post-training Technical Support
Lifetime Access to Learning Materials
Placement Support  
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
R, RStudio
Python (NumPy, Pandas, Matplotlib, Scikit)
Tableau
Jupyter Notebook  

PRACTICE
Several Course Assignments
Live Projects

20.     Deep Learning

At Marsian Tech

Good for wannabe AI Professionals, become an AI Engineer with this course. As understood by the title, this course is fully about DL Deep Learning, a methodology of training machines that use Artificial Neural Networks – this course has a requirement of prior proficiency in scientific Python programming, Advanced Statistics, Calculus, and Supervised & Unsupervised ML algorithms.

The course focuses on building algorithms for DL in Python, based on Convolutional & Recurrent Neural Networks (CNN & RNN).

The course’s focus is what is exclusive about it – Computer Vision, NLP, Gaming, GPU Programming, Feed Forward Neural Networks, Autoencoders, Data Abstraction Layers, Tensor Flow in depth.

Course completion will fetch a Course Certificate.

Deep Learning
DURATION: 50 hours. WK.DAYS & WK.END  

FEES: Not stated. Enquiry required  

FORMAT: LIVE Online & Classroom  

+ADVANTAGES
Placement Support
External Certification Support  
WHAT’S TAUGHT Modules are shown in the image below Full Syllabus is avail. on Inst. website  

LANGUAGE/TOOLS
Python (kits for ML)
Tensor Flow, Keras  

PRACTICE
Ample Live Projects

CONCLUSION

The list comes to an end here. Even though, not always stated in precise Statistical numbers, importance of Data Science is widely known and acknowledged. It can’t be emphasized enough. For the truly interested, the field of Data Science will be a breakthrough and a rewarding career, or much better, the work of their life.

“IF I WERE YOU” PICKS – TOP 5

  • GamakaAI’s Diploma in Full Stack Data Science & AI –Short, Intensive, Lots of case Studies
  • Excel-R’s PG/Masters Program in Data Science & AI – Elaborate, Longer, International Curriculum, Global Certification
  • 3RITechnologies’s Data Science – All-round Data Science, Different approaches to solving Data Science problems
  • Marsian Tech’s AI/ML Data Course – Focused on ML/AI, 3-month Internship
  • Henry Harvin’s PG Diploma in Data Science – Top-ranked, Guaranteed Internship

RECOMMENDED READING

Frequently Asked Questions

Q.1 What are Neural Networks and their different kinds?

(Artificial) Neural Networks ANNs are the brains of the machines, modeled after a human brain. ANNs are of many kinds, based on the training method of a Machine –  the essentials ones are
K-Nearst Neighbours KNN
Covolutional Neural Networks CNN
Recurrent Neural Networks RNN
Feed Forward Neural Networks FFNN
Perceptor, Multi-layer Perceptor
Long Short-time Memory Networks LSTM
Genetic Adversarial Networks

Q.2 What do the various Neural Networks mean?

Explaining the 1st three –
KNN is a fundamental algorithm of Machine Learning for classification and identification of things based on certain number of them, closest in similarity.
CNN is a Classification algorithm in Deep Learning of Machines, which works with a lot of input data of similarity to identify/classify things presented to it. Examples: Computer Vision/Image Detection.
RNN is an algorithm for processing sequence data. It stores fed data and keeps revisitng the networks to process new input and given an output. RNNs do not forget the past data. It is a Deep Learning technique used in NLP Natural Language Processing, Text Processing, Recommendation Systems etc.
It is an advanced extension of Feed Forward Neural Networks FFNN

Q.3 Why are AI/DL/ML used interchangeably?

Machine Learning ML means training machines to think and perceive.
Artificial Intelligence AI is an advanced and sophisticated form of ML that behaves like humans in its interactions and with physical space.
Deep Learning DL is an advanced methodology of training machines.
Artificial Intelligence is enabled by Deep Learning.

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