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Deep Learning Specialization with TENSORFLOW

Deep Learning Specialization with TENSORFLOW

Why Choose Eiconik Academy?
1. International Faculty
2. Online Live Interactive Class
3. Industrial Experts
4. Project Oriented Class
5. Job Oriented Training
6. Priority Basis Intern Facilities
7. Freelancing Support
8. Duration - 4 Months
9.  Project - 5
10. 2 Mock Interviews
Course Module 
Module 1 Idea of Artificial Intelligence
Module 2 Idea of Deep Learning
The idea of Neural Networks
Perceptron
Training Neural Network
Activation Function
Understanding Derivatives
Forward Propagation
Backpropagation
Computing Loss
Gradient Descent
Regularization
Optimization
Shallow vs Deep Neural Network
Module 3 TensorFlow
Building Shallow Neural Network
Regression with TensorFlow
Classification with TensorFlow
Building Deep Neural Networks
Saving and Loading Model
Module 4 Introduction to Computer Vision
Working with OpenCV
Image Load and Save
Image Representation as Matrix
Image Transformations -
Color
Shape
Scale
Rotation
Contrast
Brightness
Blur
Module 5 Convolutional Neural Network (CNN)
CNN with TensorFlow
Multiclass Image Classification
Module 6 Sequence Modelling
Recurrent Neural Network
Long Short-Term Memory
Gated Recurrent Unit
Module 7 Natural Language Processing
Tokenization
Stop Words Filtering
Stemming
Lemmatization
Tagging POS
Chunking and Chinking
Dispersion Plot and Frequency Plot
Named Entity Recognition
Word Embedding
Capstone Project 3 Twitter Sentiment Analysis (Text)
Capstone Project 4 Fake News Detection (Text)
Capstone Project 2 Skin Cancer Detection
Capstone Project 1 Classification + Regression
Career Freelancing (Upwork) + LinkedIn + Kaggle
Training Key Benefits:
Job-oriented real-life industry projects
Gain expertise with 20+ hands-on exercises
Dedicated mentoring sessions from Industry Expert
International Faculty
Priority basis Intern Facilities
Freelancing support for Market Place 

Certificate:
Upon successfully completing the Artificial Intelligence Course, we will provide an industry-recognized course completion certificate with lifelong validity.
International Collaboration: Data Core
National Collaboration: Jashore University of Science and Technology (JUST)
Membership: BASIS


Course Price : 15000৳
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