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AI and Data Science Courses

Deep Learning: A Comprehensive Overview

Delve into Deep Learning, a core aspect of our AI and Data Science Course. Explore advanced algorithms using TensorFlow and PyTorch to revolutionize industries—master neural networks for tasks like image recognition and natural language processing. Join our AI and Data Science Course to gain these cutting-edge skills.

Placement assistance

1:1 mentorship

Industry expert Faculty

Price:
14500

Duration: 50-60 hrs

Language:
Hinglish

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PlacedStudent

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Deep Learning: Unraveling the Future of AI

Deep Learning, a subset of machine learning in Artificial Intelligence (AI), mimics the workings of the human brain in processing data for use in detecting objects, recognizing speech, translating languages, and making decisions. This overview provides insights into deep learning's applications, significance in data science, learning pathways, industry trends, essential tools, top resources for further learning, and its adoption in the industry. Dive deeper into this field with an AI and Data Science Course, where you'll explore advanced concepts and practical applications.

This AI and Data Science Course is designed to equip you with the skills needed to excel in this rapidly evolving field.

What you'll learn

Foundations of Deep Learning

Neural Network Architectures

Mathematical and Theoretical Underpinnings

Frameworks and Tools

Training Deep Learning Models

Advanced Deep Learning Concepts

Ethical Considerations

Course Roadmap 🛤️

Artificial Neural Networks (ANN)

> Single Layer Perceptron

> Activation Functions (Linear, Sigmoid, Tanh, Relu, Leaky Relu)

> Loss Functions

> Optimization Techniques (Gradient Descent, Stochastic Gradient Descent, Mini Batch Gradient Descent, ADAM, RMSProp, AdaGrad, Nadam)

Convolutional Neural Network (CNN)

> Conv Operations

> Fully Connected Network

> LeNet, AlexNet, ResNet, VGG

> RCNN, Fast RCNN, Faster RCNN, Mask RCNN

> YOLO, SSD

Recurrent Neural Network (RNN)

> LSTM

> GRU

> CNN + RNN

> Bi-Directional RNN

Generative Modeling (Unsupervised Learning)

> Boltzmann Machine Deep Boltzmann Machine Restricted Boltzmann Machine

> Deep Boltzmann Machine

> Restricted Boltzmann Machine

> AutoEncoders Standard AutoEncoders Variational AutoEncoders Stacked AutoEncoders

> Standard AutoEncoders

> Variational AutoEncoders

> Stacked AutoEncoders

> Deep Belief Networks

> GAN

Deep Dream (Neural Style Transfer)

> Deep Dream (Neural Style Transfer)

..........

Have Questions 🤔 ? Feel Free to Contact Us!

Don’t hesitate to 📞 reach out! Our team is ready to assist 🤝 you with any inquiries about the course.

Call us now and take the first step toward your success! 🏆

Check Your Eligibility

Our faculty are all professionally qualified and have rich industry experience, essential for giving a practical context to concepts

Mathematics
Programming Skills
Computer Science Fundamentals
Curiosity and Willingness to Experiment

Learn from Industry Experts! 🌟

Our faculty comprises professionally qualified instructors 🎓 with extensive industry experience 🏢. They bring real-world insights 🌍 and practical context to every concept, ensuring you gain not just knowledge 📚 but also the skills needed to excel in your career 🚀.

Khushi Thakur (Data Analyst & Instructor)

Batches

Enroll today to start learning on your terms!

DL/Online/WE/0424

April 24th, 2024

Online Weekend Batch

DL/Offline/WE/0424

April 30th, 2024

Offline Weekend Batch

Target Audience

This focuses on the benefits the audience can achieve by taking the course. (e.g., Unlock your potential using this course).

Beginners
Students
Data Analysts
Data Scientists
Researchers
Hobbyists and AI Enthusiast

FAQ’s

Can a working professional apply for the Deep Learning course?

Absolutely, working professionals aiming to expand their expertise in artificial intelligence and machine learning can benefit significantly from the Deep Learning course.

Can students from non-technical backgrounds pursue the Deep Learning course?

Students from non-technical backgrounds can pursue the Deep Learning course, although having a foundational understanding of programming and mathematics will be highly beneficial.

Does Brain-Mentors offer the Deep Learning course online?

Yes, Brain-Mentors provides the Deep Learning course in an online format, facilitating remote learning for participants worldwide.

Who should apply for the Deep Learning course?

Individuals interested in advancing their knowledge in AI, including students, researchers, and professionals in fields such as data science, software engineering, and analytics, should consider applying.

What are the fees for the Deep Learning course certification?

Fees for the Deep Learning course may vary based on course content, duration, and learning mode. It's advisable to check the latest course details for accurate fee information.

What is the expected salary for a Deep Learning specialist?

Salaries for Deep Learning specialists can vary widely depending on experience, industry, and geographical location, but they are generally competitive due to the high demand for skills in AI.

Brain Mentors

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