Industry applications
Image recognition
Speech recognition
LLMs
Generative models
Autonomous driving
Career opportunities & salary
| Role | Salary (India) |
|---|---|
| Deep Learning Engineer | 12-28 LPA |
| Computer Vision Engineer | 10-24 LPA |
Skills roadmap
PyTorchTensorFlowCNNsTransformersCUDA basics
Learning roadmap
- Phase 1Foundations
- Neural nets
- Backprop
- Optimization
- Phase 2Modern
- CNNs
- RNN/LSTM
- Transformers
- Diffusion
- Phase 3Production
- Training at scale
- Distillation
- Quantization
Latest trends (2026)
- Diffusion models
- Mixture-of-experts
- Efficient transformers
Tools used
PyTorchTensorFlowJAXHugging Face
Deep dives
12 in-depth Deep Learning guides — from beginner concepts to career and interview prep.
What is Deep Learning? A Complete 2026 Guide
Deep learning uses multi-layer neural networks to learn hierarchical representations. It powers vision, speech, and every modern LLM. Learn what Deep Learnin…
Beginner 8 min
Deep Learning Career Roadmap 2026: Roles, Skills, Salary
Step-by-step Deep Learning career roadmap: roles, salary bands, skills and a 6-12 month learning plan for 2026.
Intermediate 10 min
Deep Learning Salary Guide 2026 (India + Global)
Deep Learning salary in India by role, experience and city. Compare junior to senior compensation for 2026.
Beginner 7 min
Top Deep Learning Tools in 2026
The essential Deep Learning tools professionals use in 2026 — with strengths, use cases and how to learn each.
Beginner 6 min
Deep Learning Applications: Real Industry Use Cases
How Deep Learning is used across industries — from healthcare to finance. Real 2026 use cases you can learn from.
Beginner 6 min
Best Deep Learning Certifications in 2026
Which Deep Learning certifications actually help you get hired in 2026 — and which to skip.
Intermediate 6 min
Top Deep Learning Interview Questions & Answers (2026)
The most-asked Deep Learning interview questions in 2026 with structured answers, plus what recruiters look for.
Intermediate 9 min
Deep Learning Projects for Your Portfolio (2026)
Impressive Deep Learning project ideas for students and career switchers — with scope, tech stack and outcomes.
Intermediate 8 min
Deep Learning Trends in 2026: What's Actually Changing
The Deep Learning trends that matter in 2026 — filtered from hype to what changes how you work and hire.
Intermediate 7 min
Deep Learning Learning Path: 90-Day Plan for 2026
A structured 90-day Deep Learning learning path with weekly milestones, projects and evaluation checkpoints.
Beginner 10 min
Deep Learning for Beginners: Start Here in 2026
New to Deep Learning? This beginner guide covers the fundamentals, first project and next 90 days for 2026.
Beginner 7 min
Deep Learning Jobs in 2026: Where Companies Hire
Where Deep Learning roles are being hired in 2026 — companies, cities, remote options and application tips.
Beginner 6 min
Frequently asked questions
Is deep learning hard?
The math is approachable with practice. The hardest part is systems: data pipelines, GPU cost and evaluation.