Practical Machine Learning with Tensorflow
4.0 /5- Offered byNPTEL
Practical Machine Learning with Tensorflow at NPTEL Overview
Practical Machine Learning with Tensorflow
at NPTEL
Duration | 8 weeks |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Practical Machine Learning with Tensorflow at NPTEL Highlights
Practical Machine Learning with Tensorflow
at NPTEL
- Enroll for free
- Pay for Certification Examination
- Offered by IIT Madras
- Learn from Prof. Balaraman Ravindran & Mr. Ashish Tendulkar
- University credits Course
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Practical Machine Learning with Tensorflow at NPTEL Course details
Practical Machine Learning with Tensorflow
at NPTEL
Who should do this course?
- Any Individual having basic knowledge of Programming, Data Mining or Machine Learning or Data Science
What are the course deliverables?
- After this course, the students will be able to build ML models using Tensorflow.
More about this course
- This will be an applied Machine Learning Course jointly offered by Google and IIT Madras. We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.
Practical Machine Learning with Tensorflow at NPTEL Curriculum
Practical Machine Learning with Tensorflow
at NPTEL
Week 1: Getting started with Tensorflow
Week 2: Overview of Machine Learning (Process and Techniques, Demonstration of ML concepts with Deep Playground)
Week 3: Data Input and Preprocessing with Tensorflow
Week 4: Machine Learning Model Building
Week 5: Prediction with Tensorflow
Week 6: Monitoring and evaluating models using Tensorboard
Week 7: Advance Tensorflow (Building custom models - CNNs, Scaling up for large datasets)
Week 8: Distributed training with hardware accelerators
Other courses offered by NPTEL
Practical Machine Learning with Tensorflow at NPTEL Students Ratings & Reviews
Practical Machine Learning with Tensorflow
at NPTEL
4/5
1 Rating- 3-41
D
Dhawal Agarwal
Practical Machine Learning with Tensorflow
Offered by NPTEL
4
Other: The way the concepts and their practical implementations of the machine learning techniques are taught, that was awesome.
Reviewed on 18 Apr 2021Read More
View 1 Review
Practical Machine Learning with Tensorflow
at NPTEL
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