The entire world has evolved with the invention of the internet. Advanced technologies like ML, AI are setting new bars in the development of modern applications and technology-based devices.
Open-source technology is getting the attention of many leading IT companies because of its cost benefits and compatibility features. TensorFlow is one of the open-source software libraries that is widely used in machine learning.
It has wide implementation uses but TensorFlow is particularly used in the development and training of deep neural networks.
Many students having an interest in solving complex mathematical expressions prefer TensorFlow Courses. Many leading education institutes are now offering these courses both in online and offline mode. We will discuss all of them in detail in this article.
- The duration of TensorFlow courses is different as per the level of education. Certification courses can run for a few hours while the master and bachelor degree programs can run for 1-4 years.
- Certification courses are offered by many institutes as well as big MNCs like IBM, TensorFlow designs certification programs that can fit professionals ready to work in Industry.
- Some of the institutes like Coursera, edX offer free courses in TensorFlow.
- Many professionals choose a specialization like Deep Learning, NLP, AI, ML.
After completing these courses, students can get hired as a Data scientist, data engineer, AI developer, Deep Learning researcher, and many other roles.
Table of Content
- TensorFlow Courses: Highlights
- Certificate TensorFlow Courses
- Diploma and PG Diploma TensorFlow Courses
- Bachelor TensorFlow Courses
- Master TensorFlow Courses
- What are the Top Job Options After TensorFlow Courses?
- What Skills are Required in TensorFlow Courses?
- TensorFlow Courses Online Fees and Rating Comparison
- TensorFlow Courses: FAQs
TensorFlow Courses: Highlights
TensorFlow courses are pursued at UG, PG, and certificate level. These courses increase the chances of better prospects and employability. Below are the highlights of different TensorFlow courses offered in India.
| Popular Courses |
|
| Duration |
|
| Eligibility |
|
| Average Fees |
|
| Online Courses | Available |
| Types of Online Courses | edx, Coursera, Udemy, SimpliLearn, etc. (Includes Paid and Unpaid courses) |
| Top Job Prospects | Data Scientist, Data Researcher, AI Developer, Deep Learning Engineer, ML Engineer. |
| Average Salary |
|
Check Out:
We will discuss details of the TensorFlow courses one by one as below:
Certificate TensorFlow Courses
Professionals can enroll for TensorFlow certification courses either in offline or online mode. The certification courses give advanced insights into the technology that can be implemented in professional life.
- Certification courses are short term courses so professionals can pursue them without disturbing their life to a greater extent.
- As AI, ML are emerging technologies, professionals with advanced knowledge will have great chances of getting hired.
- Many courses are self-paced.
Professionals having Machine Learning knowledge are eligible for TensorFlow certifications.
TensorFlow is mainly used in deep neural networks, so the salary bar is normally higher than any other stream. The average salary fetched by a TensorFlow professional is INR 8-10 Lakhs per annum.
Online TensorFlow Course Certificates
The table below shows some of the best TensorFlow course certificates available online on different platforms.
| Certificate Name | Provider | Duration | Fees |
|---|---|---|---|
| Complete Guide to TensorFlow for Deep Learning with Python | Udemy | 14 Hours | INR 8,640 |
| TensorFlow 2.0: Deep Learning and Artificial Intelligence | Udemy | 21.5 Hours | INR 8640 |
| Neural Networks with TensorFlow | Udemy | 5 Hours | INR 4480 |
| DeepLearning.AI TensorFlow Developer Professional Certificate | Coursera | 4 months | Free |
| Deep Learning Course (with Keras & TensorFlow) Certification Training | SimpliLearn | 34 Hours | INR 19,999 |
| Deep Learning with Tensorflow | edX IBM | 5 Weeks | Free Add a certificate for INR 7304 |
| Building and Deploying Deep Learning Applications with TensorFlow | - | INR 1150 |
Offline TensorFlow Course Certificate
Many institutes still offer classroom-led courses. Many renowned institutes like Edureka conduct the offline methods of learning for TensorFlow courses.
| Certificate Name | Colleges Offering | Average Fees |
|---|---|---|
| Instructor-led Deep Learning with TensorFlow 2.0 | Edureka | INR 19,995 |
| Deep Learning using TensorFlow and Keras | Ardent | INR 12,650 |
| Complete training in TensorFlow Certification with python | Inventateq BTM Layout Centre, Bangalore | INR 10,000 |
| Creative Applications of Deep Learning with TensorFlow | Kadenze Academy | USD 500 |
| Turbocharge your Tech Career with AI and Machine Learning Expertise | TalentSprint IIT Hyderabad | INR 2,00,000 |
| AI-Deep Learning using TensorFlow | nearLearn Bangalore | INR 20,500+ GST |
How are Admissions in Certificate Programs of TensorFlow Courses Done?
Certification courses don’t need any systematic procedure of admission. Most of the certificates are offered by the standalone institutes so they just need to login on to their website and the courses will start after the specified fees are paid.
- Students can visit the course provider website and take admissions for the specified course.
- For some courses, you need to have a basic knowledge of machine learning language.
- Generally, these courses are pursued by the professionals or the students learning computer science education. So, at least graduation from computer science becomes the basic criteria for seeking admission.
Top Colleges for TensorFlow Course Certificates in India
There are many colleges that offer TensorFlow Certification courses in India and abroad. Have a look at the below table:
Colleges for Online TensorFlow Course Certificates
| Times Higher Education Global Ranking | College Name | Location |
|---|---|---|
| 4 | Stanford University | California, USA |
| 149 | IIT Hyderabad | Hyderabad |
| 1001+ | Manipal University | Bangalore |
| 1001+ | Amity Online | Uttar Pradesh |
Colleges for Online TensorFlow Course Certificates
| College Name | Location |
|---|---|
| TalentSprint | Hyderabad |
| IIT- Jodhpur | Jodhpur |
| Edureka | Mumbai |
| Amity Online | Chennai |
| Punjabi University | Patiala |
Diploma and PG Diploma TensorFlow Courses
Diploma courses in AI and ML are preferred by the students having exceptional excellence in programming and data analytics. These courses especially guide students about advanced technologies in AI and ML-like deep learning, NLP, TensorFlow.
- Diploma courses are normally 11 months to 2 years so students can join them if they are looking for short term courses.
- PG Diploma courses span 6+ months to 1 year. As the advanced technologies are taught in the courses and live projects are assigned to the students.
Job professionals from IT who want to switch their career path to AI and ML normally choose diploma and PG diploma courses as they are short term and recognized.
The average salary after diploma courses is around INR 5-7 LPA in India currently.
Top Diploma TensorFlow Courses
Some of the popular diploma courses which can be pursued in the field of TensorFlow science are given below.
| Diploma Name | Colleges Offering | Average Fees |
|---|---|---|
| Advanced Diploma in Artificial Intelligence | National Institute of Electronics & Information Technology, Calicut | INR 35,000 +18% GST |
| Advanced Diploma in Software Engineering Technology - Artificial Intelligence | Centennial College, Canada | $15,437.50 |
| Diploma in Artificial Intelligence | National Institute of Robotics and AI, Delhi | - |
Top PG Diploma TensorFlow Courses
PG diploma courses are mostly offered in AI and ML and TensorFlow is taught as a part of the PG program.
Some of the top PG Diploma TensorFlow Courses in India are given below.
| PG Diploma Name | Colleges Offering | Average Fees | Mode |
|---|---|---|---|
| PG Diploma in Machine Learning and AI | Upgrad IIT-Bangalore | INR 2,85,000 | Online |
| PG Certificate Program in Artificial Intelligence & Deep Learning | Manipal ProLearn | INR 1,47,000 | Online and instructor-led |
| Post-Graduation Diploma in Machine Learning & Artificial Intelligence (PGD-ML&AI) | Amity Online | INR 1,55,000 | Online |
| Post Graduate Diploma in Artificial Intelligence and Machine Learning | Edureka E & ICT Academy NIT Warangal | INR 2,22,450 +GST | Live instructor-led online |
| PG Diploma in Artificial Intelligence | CDAC | INR 1,35,000 +18% GST | Offline |
| PG Diploma in Artificial Intelligence and Machine Learning | MIT World Peace University, Pune | INR 2.45 Lakhs | Offline |
| Post Graduate Diploma in AI and Machine Learning | IIT-Lucknow | INR 1,50,000 | Online Live |
How are the Admission in Diploma and PG Diploma TensorFlow Courses Done?
Diploma courses admissions are done solely on merit. Every college has different cut-off criteria for admission.
- For pursuing admission in Diploma courses, BE/B.Tech/B.Sc. (IT/CS/Electronics), BCA are eligible with good computer programming knowledge.
- For PG Diploma courses, 50% in Bachelor’s degree most preferably in Math’s/statistics specialization. If you have any experience in programming or analytics, it is a great advantage.
- Some colleges conduct an online eligibility test for checking quantitative and analytical skills.
- Some colleges prefer a minimum of two years of full-time work experience after graduation and PG along with entrance tests.
Top Colleges Offering Diploma in TensorFlow Courses
Given below are the colleges in India which offer TensorFlow courses as both diplomas and PG diplomas.
Colleges for Diploma TensorFlow Courses
| NIRF Ranking | College Name | Location |
|---|---|---|
| 11 | University of Calcutta | Kolkata |
| 31 | Aligarh Muslim University | Aligarh |
| 87 | Punjab University | Chandigarh |
| 95 | University of Mumbai | Mumbai |
| 99 | Lovely Professional University | Jalandhar |
Colleges for PG Diploma TensorFlow Courses
| NIRF Ranking | College Name | Location |
|---|---|---|
| 18 | Amity University | New Delhi |
| 24 | MIT World Peace University | Pune |
| 62 | Indian Institute of Information Technology, Bangalore | Bangalore |
| 76 | Calicut University | Kozhikode |
| - | Indian Institute of Information Technology, Lucknow | Lucknow |
Bachelor TensorFlow Courses
As the world is rapidly moving towards new digital technologies like AI and ML, many students are preferring bachelor courses in AI and ML.
- The duration of bachelor courses is from 3-4 years.
- Bachelor courses admissions are based on 12th or entrance exam scores like JEE Main or state level entrance exams.
- These courses lay a solid foundation as they are classroom-based courses that can be beneficial for further prospects.
Graduates of ML/AI/TensorFlow courses can expect an average salary of INR 7-9 LPA in the beginning. The skills you achieved during the courses decide the salary bar for the candidates.
Top Undergraduate (UG) TensorFlow Courses
| Course Name | Top Colleges | Average Fees |
|---|---|---|
| B.Tech in AI | IIT Roorkee, IIT BHU, Varanasi IIT Kanpur, Kanpur, Greater Noida Institute of Technology, Greater Noida, NIT Trichy | INR 98,000-1,25,000 |
| B.Sc. Programming and Data Science | IISC Bangalore, IIT Chennai, IIT Delhi, BITS Pilani | INR 29,200- 5,00,000 |
| Bachelor of Data Science | Marwadi Institute, Rajkot, IIT Hyderabad, PEC Chandigarh, VELS University, Chennai | INR 55,000-6,00,000 |
| Bachelor of AI and Data Science | JECRC, Jaipur, IIT Jodhpur, NIET, Greater Noida, KJSIEIT, Mumbai, NIT Hamirpur | INR 1,11,000-2,25,000 |
How are Admission in Bachelor TensorFlow Courses Done?
Admissions for bachelor courses are done on merit-based or entrance test score-based.
- Some of the colleges conduct entrance level tests for admission in Bachelor courses.
- JEE Main, university-level CET exams, are some of the entrance exams for admission.
- Many colleges conduct admission on university level or state level entrance exams scores.
Students need to have completed their Class 12th Science or equivalent exam from a school affiliated to a recognized board and should have also obtained a minimum of 45- 50% marks.
Colleges for Bachelor TensorFlow Courses
The table below shows some of the best colleges in India to pursue TensorFlow courses in both the science domain and TensorFlow application domain at the UG level.
| NIRF Ranking | College Name | Location |
|---|---|---|
| 1 | IIT Madras | Chennai |
| 3 | IIT Delhi | Delhi |
| 4 | IIT Kanpur | Kanpur |
| 6 | IIT Roorkee | Roorkee |
| 8 | IIT Hyderabad | Hyderabad |
| 11 | IIT BHU | Varanasi |
| 24 | NIT Trichy | Tiruchirappalli |
| 53 | IIT Jodhpur | Jodhpur |
| 95 | VELS university | Chennai |
| 171 | KJ Somaiya Institute | Mumbai |
Master TensorFlow Courses
Master's degree courses are generally two years of duration and preferred by the students who have a solid foundation in AI and ML.
- Master degree courses sharpen the skills at both theoretical and practical levels and guide the students with industrial live projects.
- Courses like M.Sc. AI and MSc In Machine Learning & Deep Learning focus on TensorFlow learning as a part of the syllabus.
The average salary of master TensorFlow course graduates in India is INR 9-12 LPA. Many experienced professionals have seen to be earning a lot more.
Top Postgraduate (PG) TensorFlow Courses
AI and Machine Learning PG programs cover TensorFlow learning. The following table gives the leading PG programs that can be pursued by students.
| Course Name | Top Colleges | Average Fees |
|---|---|---|
| PG Program in Artificial Intelligence and Machine Learning | Great Learning The University of Texas at Austin | INR 2,40,000 +GST |
| MSc In Machine Learning & Deep Learning | INSOFE & University of Strathclyde | USD 22,000 |
| MSc Artificial Intelligence | ILM University Gurgaon, SPU Gujarat, Auro University, Surat, Garden City University, Bangalore | INR 68,140-3,70,000 |
How are Admissions in Master TensorFlow Courses Done?
Colleges conduct an admission process based on Merit or entrance test score.
- Candidates must hold a Bachelor's degree in Computer science from a recognized university with at least 50% passing certificates.
- Almost all colleges consider entrance test scores for admission.
Colleges for Master TensorFlow Courses
The table below shows some of the best colleges in India to pursue TensorFlow courses in both the science domain and TensorFlow application domain at the PG level.
| College Name | Location |
|---|---|
| Symbiosis Skills and Professional University | Pune |
| Garden City University | Bangalore |
| Worlds Peace University- MIT WPU | Pune |
| Lovely Professional University | Jalandhar |
| NIELIT Gorakhpur | Gorakhpur |
| Fortune School of Business | Hyderabad |
| UPES | Dehradun |
What are the Top Job Options After TensorFlow Courses?
As TensorFlow is mostly used in data analytics and ML, the jobs you can apply after TensorFlow courses are related to these fields.
We will discuss many job roles that one can apply after TensorFlow courses along with the other parameters.
ML Engineer
Machine Learning Engineer is responsible for data feeding into the modules designed by the data scientists. He would also take theoretical data science models and help them to scale such that they can fit at production-level models.
Starting Salary: INR 5 to 11 LPA
Skills Required
- Probability and Statistics
- Computer science fundamentals and programming
- Data modeling and evaluation
- Apply ML algorithms and libraries
- Software engineering and system design
Deep Learning Engineer
Deep learning engineers need to have a deep understanding of computer science fundamentals like data structures, algorithms, complexity, computer architecture. He/she is responsible for developing algorithms based on statistical modeling procedures. He/she will build and maintain DL/ML solutions fit for the business needs.
Starting Salary: INR 7 to 15 LPA
Skills Required
- Knowledge of computer fundamentals
- Deep Learning
- ML programming knowledge
- Probability and predictive statistics
Data Scientist
The data scientist will analyze the data and will find out the trends in data. Their business knowledge, contextual understanding will work in collaboration to discover solutions to business challenges.
Starting Salary: INR 6 to 10 LPA
Skills Required
- Mathematical aptitude
- Problem-solving skills
- Machine Learning
- Data wrangling
- Data visualization and communication
AI Engineer
AI Engineers will work with ML techniques like NLPs, neural networks, to come up with AI-based applications.
Starting Salary: INR 6 to 10 LPA
Skills Required
- Programming Skills
- Linear algebra, statistics
- Algorithms and framework
- Communication and problem-solving skills
- Spark and Big Data technologies knowledge
What Skills are Required in TensorFlow Courses?
In the IT industry, professionals need to have more than one skill to sustain in the rat racing competition. An AI developer needs to possess different skills like deep learning, NLP, AI, ML such that you can take responsibility for other job roles.
Python
- Python is an object-oriented, interpreted, language along with dynamic features.
- Students can learn Python in very little time as it is easy to code and understand.
- Python features various benefits like code reusability, open-source, adaptability.
Top Python Courses
Following courses can be pursued by students to learn Python.
| Course | Provider | Duration | Fees |
|---|---|---|---|
| Python 3 Tutorial | Codecademy | 25 hours | Free |
| Certificate in Python Data Science | Edx | 6 months | INR 17,196 |
| Python for Absolute Beginner | Udemy | 2 hours | Free |
| Complete Python Bootcamp: From Zero to Hero in Python | Udemy | 21.5 hours | INR 700 |
| Python for Everybody | Coursera (University of Michigan) | 8 months (Approx.) | INR 3,659 (per month) |
| Professional Certificate in Python Data Science | Edx | 6 months | INR 17,196 |
Python Course Syllabus
The following syllabus is covered in the Python courses:
| Fundamentals in Python | Functions, Function Arguments, and Control Flow |
| File Operations using Python | Python Modules |
| Python Syntax | Using Dictionaries |
| Decorators and Generators | Comparison Operators |
Python Job Profiles
- Python Developer
- Data Analyst
- Data Scientist
- Application developer
Machine Learning
Machine learning deals with computer algorithms and gets improved with experience. ML can be considered as artificial intelligence.
- ML courses teach to study the data pattern.
- Machine learning enables us to perform data visualization and finest level automation.
Top Machine Learning Courses
Following are the leading courses in ML that can be pursued by professionals to gain knowledge.
| Course | Provider | Duration | Fees |
|---|---|---|---|
| Machine Learning Course by Stanford University | Coursera (by Stanford University) | 55 hours | INR 4,406 |
| IBM Machine Learning Professional Certificate | Coursera IBM | 6 months | Free |
| Machine Learning Course A-Z: Hands on Python & R in Data Science | Udemy | 41 hours | INR 700 |
| Machine Learning Certification Course | SimpliLearn | 58 Hours | INR 18,999 for self-paced INR 20,999 Online Bootcamp |
| Machine Learning Data Science Course | edX Harvard University | 4 months | INR 33,000 |
Machine Learning Course Syllabus
The subjects covered in the machine learning course are mentioned below.
| Introduction to AI and ML | Data preprocessing |
| Supervised Learning | Feature engineering |
| Supervised Learning classification | Time series modeling |
| Ensemble learning | KNN |
| SVM | Naive Bayes |
Machine Learning Job Profiles
- Machine Learning Engineer
- Data Scientist
- NLP Scientist
- Business Intelligence Developer
Deep Learning Courses
Deep Learning can be considered a branch of Machine Learning that is widely used in artificial neural networks. The representation learning depicted by deep learning can be supervised, unsupervised, or semi-supervised.
Top Deep Learning Courses
There are some courses in deep learning that are in trend:
| Course | Provider | Duration | Fees |
|---|---|---|---|
| Deep Learning Specialization | Coursera | 4 months | Free |
| Post Graduate Program in AI and Machine Learning | SimpliLearn Purdue University | 1 Year | INR 2,30,000 |
| Complete Guide to TensorFlow for Deep Learning with Python | Udemy | 14 Hours | INR 8,640 |
| TensorFlow 2.0: Deep Learning and Artificial Intelligence | Udemy | 21.5 Hours | INR 8,640 |
| Introduction to Java | edX | 4 months | INR 30,143 |
Deep Learning Course Syllabus
The subjects covered in the deep learning course are mentioned below.
| Various AI-based technologies like ML, computer vision, NLP | Supervised learning |
| Neural networks | Statistics |
| Unsupervised learning | Python |
Deep Learning Job Profiles
- Research Analyst
- Data Analyst
- Data Engineer
- Bioinformation Engineer
TensorFlow Courses Online Fees and Rating Comparison
There are many institutes that are offering TensorFlow online courses. We have taken leading institutes and their courses and summarized them in a table below:
| Course | Provider | Duration | Ratings | Fees |
|---|---|---|---|---|
| Complete Tensorflow 2 and Keras Deep Learning Bootcamp | Udemy | 19 Hours | 4.7 | INR 8640 |
| Complete Guide to TensorFlow for Deep Learning with Python | Udemy | 14 Hours | 4.5 | INR 8640 |
| TensorFlow 2.0 Practical | Udemy | 11.5 Hours | 4.5 | INR 8640 |
| Deep Learning Course (with Keras & TensorFlow) Certification Training | SimpliLearn | 34 Hours | 4.7 | INR 19,999 |
| TensorFlow: Advanced Techniques Specialization | Coursera | 5 months | 4.7 | Free |
| TensorFlow: Data and Deployment Specialization | Coursera | 4 months | 4.5 | Free |
| Neural Networks with Tensorflow | Udemy | 5 Hours | 4.5 | INR 4480 |
| Deep Learning with Tensorflow | edX IBM | 5 weeks | 4.6 | Free Add a certificate for INR 7304 |
| TensorFlow Certification Training | Koenig Solutions | 40 Hours | 4.0 | INR 100,000 for 1-1 Session INR 75,000 for a group session |
| Creative Applications of Deep Learning with TensorFlow | Kadenze Academy | 60 Hours | 4.0 | $500 USD |
| Implementing Image Recognition Systems with TensorFlow | PluralSight | 2 Hours | 4.0 | - |
| Intro to TensorFlow for Deep Learning | Udacity TensorFlow | 2 months | 4.3 | Free |
Comparison of Online Platforms Offering TensorFlow Courses
There are many institutes offering Tensor courses starting from beginner level to advanced level. We have taken two institutes Udemy and SimpliLearn and a course of Complete Tensorflow 2 and Keras Deep Learning for comparison.
| Parameters | Udemy | SimpliLearn |
|---|---|---|
| Fees | INR 8,640 | INR 19,999 |
| Student Rating | 4.7 | 4.7 |
| Enrollment | 3810 | 6325 |
| Duration | 19 hours | 34 Hours |
| Created by | In house | TensorFlow |
TensorFlow Courses: FAQs
Ques. Is TensorFlow hard to learn?
Ans. It depends. TensorFlow is normally used in the research field. The research field is more about deep learning, flexibility, and adaptability.
Ques. Which language is used by TensorFlow?
Ans. TensorFlow software’s underlying architecture is developed using C++ language. But at the application level, developers use C++ or Python.
Ques. Is learning TensorFlow worth it?
Ans. Please remember TensorFlow is not an easy-going language. If your work deals with complex neural networks, then TensorFlow will help you to understand the different architecture of it.
Ques. How much does it cost to do a TensorFlow course?
Ans. TensorFlow fees depend upon which institute you are choosing, the level of education. The average fees for learning TensorFlow courses ranges between INR 20,000 to 80,000.
Ques. How long will it take to learn TensorFlow?
Ans. TensorFlow is a complicated language to learn. Each step takes approximately 4-6 weeks. After almost 26 weeks, you will get a solid foundation of TensorFlow.
Ques. What is the average salary after completing a TensorFlow course?
Ans. TensorFlow is normally used by companies working in research and ML. In India, a TensorFlow professional can get INR 1,000,000.
Ques. Do I get a scholarship to pursue TensorFlow certifications?
Ans. Yes. Some training institutes like Coursera offer educational aid for candidates. Candidates need to login and check out more details about it on their websites.
Comments