You will get the knowledge of deep-learning from scratch

Chandu G.
Chandu G.
5.0

You will get the knowledge of deep-learning from scratch

Chandu G.
Chandu G.
5.0

Select service tier

  • Delivery Time3 days
  • Number of Lessons3
  • Lesson Length (Minutes)30
3 days delivery — Nov 30, 2022
Revisions may occur after this date.
Upwork Payment Protection

Fund the project upfront. Chandu gets paid once you are satisfied with the work.

Project details

Week1:
History of Neural networks
Perceptron: The first NN
How to train MLP: Forward propagation, Chain Rule, Memoization, Backpropagation,
Activation functions, Vanishing Gradient problem,
Dropout layers & Regularization, Weight initialization, and Batch Normalization

week:2

Optimizers: SGD, SGD with momentum, AdaGrad, Adadelta, and Adam,
Introduction to Tensorflow and Keras with colab notebook

Convolutional Neural Networks: Convolution operation, Padding, and strides,
Convolutional layer., Max-pooling., CNN Training: Optimization,

Famous CNN architectures: AlexNet, VGGNet, Residual Network.

Transfer learning.
Cats vs Dogs., Code Example: MNIST dataset.

Week:3

Recurrent Neural Networks, LSTM/ GRU, Bidirectional RNN.

Seq-seq Encoder-Decoder Models,

Attention Models, Transformers and BERT

Hugging face library for Transformers

Week4:
End to end deep learning solution
 
Lesson Purpose Data Science
Student Age Child (12 & Under), Teen (13-17), Adult (18-65), Senior (65+)
Development Technology Python
What's included
Service Tiers
Starter
$25
Standard
$160
Advanced
$320
Delivery Time
3 days
10 days
20 days
Number of Lessons
3
10
20
Lesson Length (Minutes)
30
60
60
Exercises & Supporting Materials
-
5.0
5 reviews
100% Complete
4 stars
1% Complete
(0)
3 stars
1% Complete
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2 stars
1% Complete
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1 star
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Rating breakdown
Availability
5.0
Deadlines
5.0
Skills
5.0
Cooperation
5.0
Quality
5.0
Communication
5.0

TQ

Taylor Q.
5.00
Jun 21, 2021
LSTM: predict image caption Chandrasekhar completed work very professionally. His communication is great and he pays attention to the minor details.He is Very responsive and Highly recommended  

RC

Rue C.
5.00
May 23, 2021
Text Analysis. Create a Mini Search Engine Chandrasekhar was very professional and easy to work with. He completed the project in record time. We will be doing futup
Prorojets together
 

FU

Florian U.
5.00
Apr 15, 2021
Data Scientist for Text Analytics for Costumer Review Sentiment I needed a kind of mentor for a task
Everything was well explained and my task solved.

Would hire him again
 

AG

Arzoo G.
5.00
Mar 8, 2021
NLP using Keras Chandrasekhar was of great help to me. He was really quick to figure out the needs and requirements for the project and was also available for further support in case required. I would highly recommend him to people needing support in Machine Learning problems.  

mg

mohammad g.
5.00
Jan 3, 2021
An introduction to artificial neural networks He finished the job professionally and more than my expectations  

About Chandu

Chandu G.
Machine Learning Engineer | NLP Expert | Data Science
Machine Learning Engineer | NLP Expert | Data Science
100% Job Success
Proddatur, India - 5:28 pm local time
I have a good understanding with AI topics that include machine learning, deep learning, Natural Language Processing and Computer vision. In addition, I have handled state-of-the-art models for deep learning tasks.

I can teach machine learning, and deep learning for one with little to no background of coding exposure.

projects:

• Developed ABSTRACTIVE SUMMARIZER with T-5 Transformer.
• Developed a IMAGE SEGMENTATION with U-net and CANE.
• Neural machine translation English to French with seq-seq LSTM and bahdanau
attention mechanism
• Image Classification with transfer learning (VGG-16)
• Document Classification with 1D Convolution Neural Network
• Review classification with Bert

and much more .................
 

Steps for completing your project

After purchasing the project, send requirements so Chandu can start the project.

Delivery time starts when Chandu receives requirements from you.

Chandu works on your project following the steps below.

Revisions may occur after the delivery date.

Assignents

You need to solve deep learning assignments eery week

Review the work, release payment, and leave feedback to Chandu.