Machine learning is a rapidly growing practice in many organizations, individuals, and groups. By helping various software to predict the results more accurately without the need for programming, machine learning uses statistical analysis to foretell the outcome. TensorFlow was launched to support the extensive requirements of Google. Machine learning allows the user to build more powerful and more user-friendly software capable of responding and adapting better. A number of high paying machine learning jobs are available for people who undergo the best TensorFlow courses for Machine Learning engineer.
Machine-learning is amongst the highest paying industries currently as it has become one of the most sought-after skills. Learning the use and applicability of TensorFlow and Python has become imperative for IT employees in today's times. Anybody willing to make a career in machine learning should opt for these best TensorFlow courses for Machine Learning engineer. Machine learning ensures a career that is not only secure but also fetches extravagant packages for the employees. In this article, Careers360 presents 15+ best TensorFlow courses for Machine Learning engineer.
Also Read - Certification course in Intro to Machine Learning with TensorFlow by Udacity
Courses | Platform | Fees | Duration |
Machine Learning and Deep Learning using TensorFlow & Keras | Udemy | Rs.490 | 11 hours |
The Ultimate Python Machine Learning with TensorFlow Course | Udemy | Rs.490 | 15.5 hours |
Machine Learning With TensorFlow: The Practical Guide | Udemy | Rs.490 | 6.5 hours |
Complete Python Machine Learning and Classification Projects | Udemy | Rs.490 | 6.5 hours |
An Introduction to Machine Learning for Data Engineers | Udemy | Rs.490 | 1 hour |
Machine Learning Data Science and Deep Learning with Python | Udemy | Rs.490 | 14 hours |
Unsupervised Deep Learning in Python | Udemy | Rs.2,240 | 10.5 hours |
Machine Learning with TensorFlow on Google Cloud Platform Specialization | Coursera | Free | 4 months |
Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization | Coursera | Free | 3 months |
End-to-End Machine Learning with TensorFlow on GCP | Coursera | Free | 13 hours |
DeepLearning.AI TensorFlow Developer Professional Certificate | Coursera | Free | 4 months |
TensorFlow for AI: Computer Vision Basics | Coursera | Free | 1.5 hours |
Getting started with TensorFlow 2 | Coursera | Free | |
Customising your models with TensorFlow 2 | Coursera | Free | 27 hours |
Probabilistic Deep Learning with TensorFlow 2 | Coursera | Free | 52 hours |
Browser-based Models with TensorFlow.js | Coursera | Free | 4 Weeks |
(Note: All the details given above in the table have been accumulated by the team at Careers360.)
1. Machine Learning and Deep Learning using TensorFlow & Keras:
Considered as one of the best TensorFlow courses for Machine Learning engineer, it is provided by Indra Programmer. This online course is useful for those who wish to learn and know Google’s TensorFlow framework. Such deep learning with tensorflow certification courses help the students to be acquainted with the basic knowledge of machine learning. It is a machine learning online course that explains Google Tensorflow’s complexities in an easy manner for beginners.
Highlights of the Course:
Teaches the techniques used by real data scientists
Teaches machine learning
Good for people with knowledge of machine learning already.
Good for people with intermediate knowledge of the field.
Platform: Udemy
Cost: Rs.490
Duration: 11 hours.
Also read - Machine Learning Certification Course by Simplilearn
2. The Ultimate Python Machine Learning with TensorFlow Course:
One of the best TensorFlow courses for Machine Learning engineer and created by Mammoth International and John Bua, this machine learning course teaches Python from scratch. Machine learning is becoming an essential skill for all software developers. Such deep learning with tensorflow certification courses is an easy to understand and concise course for anybody interested in machine learning. A course in machine learning ensures progress in the career of a person.
Highlights of the Course:
Teaches data analysis with Pandas
Introduces the learner to TensorFlow
Good for beginners as well as people switching from other programming languages
Platform: Udemy
Cost: Rs.490
Duration: 15.5 hours.
Also Read - End-to-End Machine Learning with TensorFlow on GCP by Google Cloud via Coursera
3. Machine Learning With TensorFlow: The Practical Guide:
This ML course created by Eduonix Learning Solutions is a comprehensive guide to machine-learning with TensorFlow. Such best TensorFlow courses for Machine Learning engineer course deal with the installation and introduction to TensorFlow. Such deep learning with tensorflow certification courses introduce the learner to the practical as well as theoretical aspects of machine learning with TensorFlow.
Highlights of the Course:
Fundamentals and installation of TensorFlow.
Project on Deep neural networks using TensorFlow.
Focus on variables, operators, sensors, etc.
Platform: Udemy
Cost: Rs.490
Duration: 6.5 hours.
4. Complete Python Machine Learning and Classification Projects:
This is among the best machine learning online courses that focuses on python machine learning. Anybody with interest in learning machine learning and Python can take up the course. Such online deep learning with tensorflow courses will be an added feather to the learner's CV and can improve their marketability to prospective employers.
Highlights of the Course:
Use of concrete examples.
Introduction to the use of TensorFlow
Knowledge of building classification models.
Platform: Udemy
Cost: Rs.490
Duration: 6.5 hours
5. An Introduction to Machine Learning for Data Engineers:
The introduction to machine learning for data engineers course gives the learner an idea of what machine learning actually is. Such online deep learning with tensorflow courses are machine learning certification courses that prepare data engineers for introduction to machine learning. The course introduces the data engineers to the newest development in the field. A certificate in the same ensures substantial benefit to learners.
Highlights of the Course:
Introduction to machine learning and Python
Focus on data wrangling and machine learning algorithms.
Focus on machine learning fundamentals.
Platform: Udemy
Cost: Rs.490
Duration: 1 hour.
6. Machine Learning Data Science and Deep Learning with Python:
This online course has been curated by Frank Kane of Sundog Education and provides the students with machine learning online. Such deep learning with Tensorflow courses help the students get acquainted with the world of machine learning and artificial intelligence. With the help of Python and Tensorflow, the student can help in the data classification significantly.
Highlights of the Course:
Building neural networks with TensorFlow.
Focus on data visualization.
Focus on classifying data.
Platform: Udemy
Cost: Rs.490
Duration: 14 hours.
7. Unsupervised Deep Learning in Python:
Created by the Lazy Programmer Team, this is a machine learning python course that teaches machine learning implementation from scratch. Such Machine Learning certification courses are good for people who already have knowledge about Python. Such online Machine Learning courses require learners to already know the fundamentals of machine learning.
Highlights of the Course:
Focus on Theano and TensorFlow review.
Centered around PCA and t-SNE
Focus on deep neural networks
Platform: Udemy
Cost: Rs.2,240
Duration: 10.5 hours.
Unsupervised Deep Le
8. Machine Learning with TensorFlow on Google Cloud Platform Specialization:
Offered by Google Cloud, the machine learning course helps learners gain skills like TensorFlow, machine learning, cloud computing, python programming, etc. Such Machine Learning certification courses are applied learning projects that can be the best way to learn machine learning. As the course is offered by the virtual leader in the field, it can be a great addition to a person’s CV.
Highlights of the Course:
Focus on Feature Engineering.
Teaches art and science of machine learning
Platform: Coursera.
Cost: Free.
Duration: 4 months
9. Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization:
Offered by Google Cloud Platform, this is a 5-course specialization focusing on advanced machine learning topics. It also offers a machine learning certificate at the end of the course. Such Machine Learning certification courses have its focus on people willing to move upwards on their career ladder.
Highlights of the Course:
Focus on Convolutional Neural Network.
Designed for people already in the industry.
Platform: Coursera.
Cost: Free.
Duration: 3 months
Also read - Post Graduate Program in Machine Learning by University of Texas, Austin via Great Learning
10. End-to-End Machine Learning with TensorFlow on GCP:
Offered by Google Cloud Training Platform, it is an advanced level course that gives machine learning online training. A machine learning course is a good option for anybody willing to gain expertise in machine learning with TensorFlow. The course focuses on end-to-end machine learning and has great educational value.
Highlights of the Course:
Focus on end-to-end machine learning.
Designed with both theoretical as well as practical aspects
Platform: Coursera.
Cost: Free.
Duration: 13 hours.
Also read -Advanced Certification in Machine Learning and Cloud from IIT Madras by Indian Institute of Technology Madras via Upgrad
11. DeepLearning.AI TensorFlow Developer Professional Certificate:
This is a machine learning certification course that has been created by Laurence Moroney. Such online Machine Learning courses are an intermediate-level course designed to acquaint the learner with the best TensorFlow applications and practices. The course ensures that learners are introduced to the moderate-level difficulties in the usage of TensorFlow.
Highlights of the Course:
Focus on the introduction to the advanced aspect of TensorFlow.
Designed for people building a profession in the field
Focus on deep learning
Platform: Coursera
Cost: Free.
Duration: 4 months
12. TensorFlow for AI: Computer Vision Basics:
This one is ideally suited for people willing to use Python to build neural networks with TensorFlow, this is a project-based course. This machine-learning python course is a short duration course for beginners to learn from scratch. It is a course designed to teach the basics of computer vision.
Highlights of the Course:
Project-based course.
Introduction to use of TensorFlow
Focus on neural networks.
Platform: Coursera.
Cost: Free.
Duration: 1.5 hours.
Also read - How Entrepreneurs Can Use Machine Learning to Make their Business Successful?
13. Getting started with TensorFlow 2:
Provided by Imperial College London, the course is available under instructor Dr. Kevin Webster. Such Machine Learning certificate courses end with a machine learning certificate that is given to the learners. Not only does such online Machine Learning courses introduce learners to deep-learning models, but it also covers various aspects of TensorFlow.
Highlights of the Course:
Introduction to deep-learning models with TensorFlow
Focus on both new and experienced users of TensorFlow.
Platform: Coursera.
Cost: Free.
Duration: 26 hours.
14. Customising your models with TensorFlow 2:
Again offered by the Imperial College in London, this machine learning course is taught by a meticulous instructor in Dr. Kevin Webster. Such Machine Learning certificate courses are ideal for those people who want to learn machine learning, and focuses on providing a deeper knowledge of TensorFlow.
Highlights of the Course:
Hands-on coding tutorials
Focus on DeepLearning, Keras, and TensorFlow.
Platform: Coursera.
Cost: Free.
Duration: 27 hours.
Also read - How to Make a Career in Machine Learning
15. Probabilistic Deep Learning with TensorFlow 2:
If you want to delve deeper into deep learning concepts, you must consider this awesome course that is being provided by Imperial College London, such Machine Learning certificate courses are focused on deep probabilistic learning with TensorFlow.
Highlights of the Course:
Advance-level course.
Focus on a probabilistic approach to deep-learning.
Focus on PRPL.
Platform: Coursera.
Cost: Free.
Duration: 52 hours.
16. Browser-based Models with TensorFlow.js:
Another one of the online Machine Learning courses by Laurence Moroney is a machine learning course provided by deeplearning.ai. It is a specialization course that enables the learner to handle data more effectively.
Highlights of the Course:
Intermediate-level course.
Focus on data-handling.
Learn to train and run inference in a browser.
Platform: Coursera.
Cost: Free.
Duration: 4 Weeks.
Conclusion
A number of machine learning courses on TensorFlow are available online for beginners as well as experts in the field. Knowledge of machine learning is a great addition to the pool of knowledge of a person. More importantly, it has a great market value. Anybody willing to learn machine-learning should definitely give it a shot as it is one of the most sought-after skills in the employment sector currently.
Big giants like Amazon and Google welcome people with the knowledge of machine learning. It is a modern-day skill ensuring employment that is not only secure but also pays substantially well. A machine learning online training or a machine learning certification course increases a person’s chance of being hired. Any course from the list above will be a great choice for people looking forward to making a career in the field. Plenty of courses ranging from a time period of a few hours to a few months are available on platforms like Coursera and Udemy. By choosing one of these courses, a person is sure to gain knowledge and skills in-demand currently.
Also read -
Online machine learning courses like Machine Learning and Deep Learning using TensorFlow & Keras on Udemy (11 hours), The Ultimate Python Machine Learning with TensorFlow Course on Udemy (15.5 hours) are some of the short-term courses available.
You must have the basic knowledge of programming if you are taking a beginner level course. An acquaintance with anyone's programming knowledge can be beneficial. It can, however, also be learned from scratch if someone is willing to do that.
A candidate aspiring to undergo machine learning certification online should complete the course. Additional eligibility varies depending on the kind, of course.
Yes, Coursera offers free courses for people willing to undergo machine learning training for free.
Yes, there are various certificates offered by different platforms like Coursera and Google.
Yes, there are some online certificate courses available for people willing to learn machine learning without the need for a professional degree. However, employment prospects differ accordingly.
Not only can one be hired by big firms like Amazon, Google, Netflix, etc., but they can even develop their own platforms.
Machine learning is a skill that is currently in demand. For someone looking forward to having a career that pays well and is secure, a machine learning course can ensure them a perfectly suitable career.
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