69999 69999 BDT
Course Duration: 8 Months & 2 Months Intern
Basic knowledge of programming
Laptop/Desktop with Internet Connection
8-10 hours of commitment to learning per week
Deep learning is a subset of machine learning. On AI it expresses the function that imitates the workings of the human brain in processing data and creating patterns for use in decision making. Deep learning uses to drive AI applications and services that improve automation.
Base on the type of data Deep learning differentiate from machine learning in that Deep learning can distinguish itself from classical machine learning. Machine learning needs some structure algorithms with labeled datasets but Deep learning can handle the unlabeled dataset.
There are several places where Deep Learning is using nowadays. But some specific area has the popularity on it as like Text analytics, Text summarization, Data analysis, Image direction, Image Recognition, Language translation, Predictive text, Search results, Smart assistants, and so many on.
On the basis of Bangladesi Market place Bkash, No-god, Rocket, Evaly, and other platforms are using Deep learning to give their customers digital services. Also, give best services and quality full product in the absence or replacement of an employee.
Programmers, jobholders, businessmen, and entrepreneurs can learn Deep Learning. This field is open for all types of analysis purposes.
You would require a good grasp of the following subjects:
a. Linear algebra
b. Probability and Statistics
c. Artificial Intelligence and Machine Learning
d. Programming in any high-level language, preferably Python or Matlab (inbuilt libraries and functions available)
But recently if you search for Deep Learning online or offline programs in Bangladesh you can find there are few Institute that provides online training or offline training. But you cannot justify yourself as a Deep Learning engineer unless you choose the right platform to learn Deep Learning.
Although if you search for a Deep Learning program in Dhaka city you may find few institutes that give you live training but not a lot of hands-on practice. And also you may find some boot camps or winners and live workshops which only shares some session of Deep Learning which is insufficient.
So if you are interested to learn Deep Learning HR VENTURE is the perfect place here in Bangladesh. The benefit you can achieve with HR VENTURE is industry Expert. They focus on the industry need for Deep Learning experts.And also so they ensure you to build your skills strong that helps you self confident.
Besides HR VENTURE also refer interns after completing the course. And also give opportunities to involve with the international, government and reputed projects. Which influences the skills.
Although HR venture also collaborates with Data maze, AI labs, Datacore, and BASIS. And also partner with HRV Bytes witch is a software-based company and that provides software solutions and end-to-end great quality products. Compare to other institutes HR Venture is a trusted and leading institute for learning data science.
The course consists of Theory (40%) and Practical (60%)
Variability models (deformation model, stochastic model)
Intro scattering networks
Covariance/invariance: capsules and related models
Connections with other models: dictionary learning
Other tasks: localization, regression
Extensions to non-Euclidean domains
Single and Multi-Layer Neural Networks
Autoencoders (standard, denoising, contractive, etc.)
Adversarial Generative Networks
Maximum Entropy Distributions
Parameters vs Hyperparameters
Regularization reduces overfitting
Weight Initialization Methods
Building a Linear Classifier
Object Localization & Detection
Bounding box predictions
Region Proposal Networks
Detection Algorithms: RCNN Faster RCNN, Yolo, SSD
Caffe & Object Detection
Recurrent Neural Networks (RNN)
Gated Recurrent Unit (GRU)
Long Short-Term Memory (LSTM)
Backpropagation through time
Image Caption Generation
Text Generation & Summarization
Image Captioning & Text Generation
Restricted Boltzmann Machine
One-Shot Learning, Siamese Networks
Approximate and Energy-Efficient Design for Deep
Enroll in this course to become an industry expert on Deep Learning with Computer Vision