What you will Learn in This Internship on Deep Learning
Course Overview :
- Introduction to Deep Learning
- Basic Computer Vision
Artificial Neural Network
- Neurons & Perceptron
- Activation Function
- Gradient Descent
- Stochastic Gradient Descent
- Artificial Neural Network – Project 1
Deep Neural Network
- Optimization Algorithms – SGD, Momentum, NAG, Adagrad, Adadelta , RMSprop, Adam
- Batch Normalization
- Hyperparameter tuning
- Deep Neural Network – Project 2
Convolutional Neural Network
- Convolutional Neural Network & its Layers
- CNN Architecture
- Different frameworks on Deep Learning (Tensorflow, Keras, PyTorch & Caffe)
- Object Recognition using Pre Trained Model – Caffe – Project 3
- Image classification using Convolutional Neural Network from Scratch – Tensorflow & Keras – Project 4
- Custom Image Classification using Transfer Learning – Project 5
- YOLO Object recognition – Project 6
- Image Segmentation – Project 7
- Project using MxNet – Project 8
- Project using PyTorch – Project 9
- Social Distancing detector – Project 10
- Face Mask detector – Project 11
Recurrent Neural Network
- Introduction to RNN and LSTM
- Project using RNN – Project 12
Getting started with GPU and AI acceleration technologies
- Introduction CUDA Toolkit and cuDNN for deep learning
- Getting started with the Intel Movidius Neural Compute Stick
- Custom Object classification using Nvidia Jetson
What you will get
✅ Complete Video recordings of the course
✅ All attachment Download – PPT, Mindmap, Source code & Dataset
✅ Private Community Access
✅ E-Internship Certificate
✅ Lifetime course validity
Sample Internship Certificate
Frequently asked questions
- Once I have Done the Payment where should I access the course?
After the payment is done. Please signup to learn.pantechsolutions.net using the same mail id used for payment.
- Where can I access the course?
You can access the courses in our learning portal learn.pantechsolutions.net
- What is the validity of the course?
Each course’s validity varies from each plan you have chosen.
- Is it only Self Paced Learning or I will get a Live session?
It is a Self-paced Learning. Apart from that you will be having live sessions on Mastermind
- Where can I clear my doubts?
You can clear doubts in Weekly Mastermind Session.
- Will you provide job opportunities?
We will provide all the skillset that is needed to get a job
- Can I Take More than One Course at a Time?
Yes, you can each progress of the course will be noted respectively.
- My Payment Did Not Go Through. What Do I Do?
Please Mail us to email@example.com
- When do I get my internship Certificate?
The internship Certificate will be generated automatically in the portal after completing the course for 100% . you can download from the portal for the respective course.
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