AI WITH ADVANCED DEEP LEARNING
Deep learning is an AI function that mimics the workings of the human brain in processing data for use in detecting objects, recognizing speech, translating languages, and making decisions. Deep learning AI is able to learn without human supervision, drawing from data that is both unstructured and unlabeled. Also known as deep neural learning or deep neural network.
AI WITH ADVANCED DEEP LEARNING
IT Training Programme
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What you'll learn
Programme Overview
3 sections covering the complete curriculum — a single, progressive learning arc.
Foundations & Core Concepts
Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.
Hands-On Practical Training
Work through real exercises and assignments designed to mirror what you will do on the job.
Real-World Projects
Apply what you have learned to end-to-end projects that go straight into your portfolio.
Advanced Techniques
Go beyond the basics with advanced concepts, integrations and production-grade practices.
Ecosystem Integration
Understand how this technology connects with the broader tools and platforms used in the industry.
Performance & Interview Prep
Master optimization techniques and prepare for the technical interview questions employers actually ask.
Who is this programme for?
Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a AI role.
Software Developers
Engineers who want to add this skill set to their toolkit
Analysts & Consultants
Professionals moving into a more technical, hands-on role
IT Professionals
System admins and support engineers upskilling into a new domain
Fresh Graduates
CS/IT graduates aiming for a job-ready technical role
Course Curriculum
3 sections • 29 lessons • 60 hours
Jump to Section
Total Duration
60 hours
100% Practical · Unlimited Doubt Sessions
01 Introduction
Nuts & Bolts
TensorFlow 2.x
Construct Deep Learning Network
02 Image Processing
Image Classification
Transfer Learning
Object Detection & Image Segmentation
03 Text Processing
Text Classification
Text Extraction
BERT – attention-based models
Tools & Technologies
Every tool listed here is installed, configured and used in a hands-on lab session.
Hands-On Labs
Practical Environment
Industry-Standard Tools
Real-World Setup
Guided Exercises
Skill Building
Sample Datasets
Practice Material
Mini Projects
Applied Practice
Assignments
Mentor Reviewed
Doubt Sessions
Live Support
Resume Building
Career Support
Mock Interviews
Interview Prep
Certification Prep
Global Recognition
Production Practices
Real-World Ready
Best Practices
Industry Standards
You don't just learn AI WITH ADVANCED DEEP LEARNING. You ship it.
Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.
Guided Foundation Project
→Requirement Analysis
→Guided Implementation
→Mentor Review
→Iteration
Apply the fundamentals in a structured, mentor-reviewed project
Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.
Applied Practice Project
→Scenario Design
→Independent Build
→Testing & Validation
→Peer Review
Build a more independent project mirroring real production scenarios
Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.
Capstone Project
→Planning
→End-to-End Build
→Review & Refinement
→Presentation
Take a project from requirements to a polished, portfolio-ready deliverable
Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.
All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.
See Sample Project ReportsUpcoming Batches
Why Radical Technologies
- Highly practical oriented training
- Installation support on your system
- 24/7 Email and Phone support
- 100% Placement Assistance
- Global Certification Preparation
- Trainer-Student Interactive Portal
- Assignments and Projects by Mentors
- Weekend / Weekdays / Morning / Evening batches
- 80:20 Practical and Theory ratio
- Real-life Case Studies
- Easy make-up for missed sessions
- PSI | Kryterion | Redhat Test Centers
- Lifetime Video Classroom Access (coming soon)
- Resume Prep and Mock Interviews
- Learn 300+ courses at your own time
- 50,000+ Satisfied Learners
- Course Completion Certificate
- Practical Labs available
- Mentor Support available
- Doubt Clearing Session available
- 10% Discounted Global Certification
Like the Curriculum? Let's Get Started
Join 50,000+ students already enrolled at Radical Technologies
Global Certification
Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.
Career Services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.
Career Support
Join our Brush-up Session & get support until you find a job!
Get StartedRadical Learning Eco-System
Exam Simulator
Cloud SandBox
Hands-on Cloud Lab
Developer Coding Ground
Student Reviews
Course Rating
The Advanced Deep Learning Course at Radical Technologies in Bangalore was an eye-opener. The Best Deep Learning Certification provided here has given me the confidence and skills to excel in my career as an AI developer.
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The Deep Learning Certification Course offered by Radical Technologies in Bangalore is by far the best I’ve attended. The training was in-depth, and the Deep Learning AI Certificate I earned has helped me land my dream job in AI.
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The Advanced Deep Learning Course at Radical Technologies has been an incredible learning journey. The Deep Learning Full Course is comprehensive and designed for professionals looking to enhance their AI skills.
Radical Technologies in Bangalore offers the Best Course for Deep Learning. The course materials are up-to-date, and the Deep Learning Training helped me understand how to apply deep learning algorithms to solve complex problems.
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Frequently Asked Questions
15 questions about the AI WITH ADVANCED DEEP LEARNING course.
01 What is Advanced Deep Learning AI?
02 What are the key prerequisites for learning Advanced Deep Learning AI?
03 What are the most common applications of Advanced Deep Learning AI?
Healthcare: Medical imaging, disease diagnosis, and drug discovery.
Autonomous Vehicles: Object detection, path planning, and vehicle control.
Natural Language Processing (NLP): Chatbots, sentiment analysis, and machine translation.
Finance: Fraud detection, risk management, and algorithmic trading.
Computer Vision: Image recognition, facial recognition, and video analysis.
04 What is the difference between deep learning and machine learning?
05 Why is GPU usage important in deep learning?
06 How does transfer learning benefit deep learning models?
07 What are some popular frameworks used in Advanced Deep Learning AI?
TensorFlow: A widely used open-source framework developed by Google for building and deploying deep learning models.
PyTorch: Developed by Facebook, PyTorch is popular for research and experimentation due to its flexibility and dynamic computational graph.
Keras: A high-level API that runs on top of TensorFlow, simplifying the model-building process.
MXNet: Known for its scalability and efficiency, MXNet is often used in industry-level applications.
08 What are the challenges in training very deep neural networks?
Vanishing/Exploding Gradient Problem: During backpropagation, gradients can become too small (vanishing) or too large (exploding), making it difficult for the network to converge.
Overfitting: Deep networks are prone to memorizing the training data, leading to poor generalization on unseen data.
Computational Cost: Deep networks require significant computational resources and time for training, especially on large datasets
09 What is a Convolutional Neural Network (CNN), and where is it used?
10 What is the role of activation functions in deep learning?
11 What are Generative Adversarial Networks (GANs), and how are they used?
12 How does reinforcement learning differ from deep learning?
13 What is the significance of model interpretability in deep learning?
14 What is hyperparameter tuning, and why is it important in deep learning?
15 How does advanced deep learning contribute to AI ethics and fairness?
AI WITH ADVANCED DEEP LEARNING Interview Questions
10 questions commonly asked in AI WITH ADVANCED DEEP LEARNING interviews.
- 01 Can you discuss the role of hyperparameter tuning in deep learning? What are the common strategies used to optimize hyperparameters, and how do you implement them?
- 02 How does transfer learning improve the performance of deep learning models, and what are the steps involved in fine-tuning a pre-trained model?
- 03 What are the key techniques for preventing overfitting in deep learning models, and how do they impact the model's generalization capabilities?
- 04 Can you explain the differences between Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), and in which scenarios would you use each?
- 05 How does backpropagation work in deep neural networks, and what are the challenges in implementing it for very deep architectures?
- 06 How would you approach designing a deep learning model for an unstructured dataset? What preprocessing steps are crucial to ensure the model's performance?
- 07 In deep learning, how do you decide which activation function to use in a neural network, and what are the pros and cons of using ReLU versus other activation functions?
- 08 What are Generative Adversarial Networks (GANs), and how are they trained? Can you provide examples of real-world applications where GANs are particularly effective?
- 09 Describe the architecture of a Transformer model. How does it differ from traditional RNNs and LSTMs in handling sequential data like text?
- 10 What is the vanishing gradient problem, and how do modern deep learning architectures address this issue in training deep networks?
Ai With Advanced Deep Learning Course Certification With Training In Pune
Radical Technologies is the premier institute in Bangalore, renowned for offering top-tier Deep Learning Courses, Training, and Certification programs. Our cutting-edge curriculum, designed by industry experts, ensures that learners gain a strong foundation in Deep AI Learning and are equipped to tackle real-world challenges. We offer both classroom-based Deep Learning Classes and flexible Deep Learning Online Courses, making it accessible to a wide range of students and professionals.
Our Advanced Deep Learning Courses are recognized as the Best Deep Learning Courses in Bangalore, providing comprehensive training from basic concepts to advanced techniques. Whether you’re looking to Master Deep Learning or earn a Deep Learning AI Certificate, we provide the Best Course for Deep Learning to suit your needs.
At Radical Technologies, we pride ourselves on delivering the most in-depth Deep Learning Training in Bangalore, covering everything from AI to neural networks, and providing practical, hands-on experience. Our institute also offers an industry-recognized Deep Learning Certification Course, giving you the credentials needed to excel in the rapidly evolving AI field. With a focus on both theoretical knowledge and practical application, our Deep Learning Certificate Program stands out as the Best Deep Learning Certification available today.
For professionals and organizations, we also offer Deep Learning Corporate Training to upskill teams in cutting-edge AI techniques. Our Deep Learning Full Course is designed to offer a deep dive into advanced topics, helping students and professionals alike gain mastery over AI technologies.
Join Radical Technologies in Bangalore and take the next step toward a future in AI with our highly sought-after Advanced Deep Learning Course and Deep Learning AI Courses.
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AI WITH ADVANCED DEEP LEARNING
IT Training Programme
100% placement assistance