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Best Best Deep Learning Online Training & Best Deep Learning Online Classes

BEST DEEP LEARNING ONLINE TRAINING  INSTITUTE IN BANGALORE,HYDERABAD,CHENNAI,MUMBAI,DELHI,PUNE,INDIA

My Online Training  Class is a prominent name in Bangalore, Hyderabad, Chennai, Mumbai, Delhi, Pune, India's best Deep Learning Online Training  institutes. We are one stop solution for people looking for top and best Deep Learning Online Training institutes in & at Bangalore, Hyderabad, Chennai, Mumbai, Delhi, Pune, India. We offer best Deep Learning course Online Training , Bangalore, Hyderabad, Chennai, Mumbai, Delhi, Pune, India with experienced trainers in Deep Learning industry. We provide 100% placement assistance and make you work on live projects.

My Online Training  Class is rated as one of the Best Deep Learning Online Training  Institute in Bangalore, Hyderabad, Chennai, Mumbai, Delhi, Pune, India based on Google and other third party reviews. We have completed over 50000 Online Training classes in Deep Learning and provided 100% placement assistance to students. Over the past 15 years, Team at My Online Training Class is dedicated to provide High-Quality Online Training in Deep Learning.

Trainers at My Online Training Class are handpicked from Deep Learning Industry and they have a minimum of 10 years of experience in implementing Deep Learning Technology. All Deep Learning Trainers are Professional real-time working consultants who offer hands on experience based on live scenarios.

Our Deep Learning Online Training  center in Bangalore,Hyderabad, Chennai,Mumbai,Delhi,Pune,India is well equipped with lab facilities and excellent infrastructure for providing you real time Online Training  experience. We also provide Deep Learning certification Online Training  program. We have successfully trained and provided placement for many of our students in major MNC Companies, after successful completion Deep Learning Online Training  course. We provide 100% placement support for our students.

We provide Corporate Online Training s, online Online Training , Weekend classes and Fast track course for best Deep Learning Online Training  in Bangalore, Hyderabad, Chennai, Mumbai, Delhi, Pune,India. Students have the option to select the course timings according to their convenience.

Course Material for Deep Learning is designed as per current scenarios and will help students in understanding the Deep Learning concept in detail. Our Deep Learning Online Training  Syllabus covers all the topics related to Deep Learning Technology and gives a clear understanding of live scenario to students. Our Deep Learning experts at My Online Training Class Online Training  Institute, Bangalore,Hyderabad,Chennai,Mumbai, Delhi, Pune, India have developed a unique way of teaching Deep Learning in an efficient manner.

DEEP LEARNING ONLINE TRAINING  COURSE

We cover all the topics from basics to advanced level. Every topic covered under the Deep Learning Online Training  will be explained in practical ways with examples. Our Deep Learning trainers are Deep Learning experts and experienced working professionals with real time Deep Learning projects knowledge.

 

Deep Learning Course Content

Module-1

Practical Aspects of Deep Learning

1.            Train / Dev / Test sets

2.            Bias / Variance

3.            Basic Recipe for Machine Learning

4.            Regularization

5.            Why regularization reduces overfitting?

6.            Dropout Regularization

7.            Understanding Dropout

8.            Other regularization methods

9.            Normalizing inputs

10.          Vanishing / Exploding gradients

11.          Weight Initialization for Deep Networks

12.          Numerical approximation of gradients

13.          Gradient checking

14.          Gradient Checking Implementation Notes

15.          Notebook: Initialization

16.          Notebook: Regularization

17.          Notebook: Gradient Checking

18.          Yoshua Bengio interview

Module – 2

1.            Mini-batch gradient descent

2.            Understanding mini-batch gradient descent

3.            Exponentially weighted averages

4.            Understanding exponentially weighted averages

5.            Bias correction in exponentially weighted averages

6.            Gradient descent with momentum

7.            RMSprop

8.            Adam optimization algorithm

9.            Learning rate decay

10.          The problem of local optima

11.          Notebook: Optimization

12.          Yuanqing Lin interview

13.          Graded: Optimization algorithms

14.          Graded: Optimization

Module -3

1.            Tuning process

2.            Using an appropriate scale to pick hyperparameters

3.            Hyperparameters tuning in practice: Pandas vs. Caviar

4.            Normalizing activations in a network

5.            Fitting Batch Norm into a neural network

6.            Why does Batch Norm work?

7.            Batch Norm at test time

8.            Softmax Regression

9.            Training a softmax classifier

10.          Deep learning frameworks

11.          TensorFlow

12.          Notebook: Tensorflow

 

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