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Agentic AI vs Deep Learning

Both are taught at techcadd. Here is how they differ on level, tools, projects and where each one can take you.

Side by side

The differences at a glance

FeatureAgentic AIDeep Learning
LevelIntermediateAdvanced
Duration4 Months3–4 Months
Who can joinOpen to any stream; no computer science degree needed. Python basics are taught from scratchBasic computer skills and school-level maths; Python or machine learning knowledge is useful but not compulsory
Key toolsPython, Jupyter, VS Code, Git and GitHub, OpenAI, Anthropic ClaudePython, Jupyter Notebook, Google Colab, NumPy, Pandas, Matplotlib
What you’ll learnModule 1: Foundations of AI, LLMs and Agentic AI · Module 2: Python for AI Agents · Module 3: Prompt and Context Engineering · Module 4: Tool Calling and Function ExecutionModule 1: Python and Maths for Deep Learning · Module 2: Machine Learning Foundations · Module 3: Neural Network Fundamentals · Module 4: Building and Tuning Models with TensorFlow, Keras and PyTorch
Portfolio projects——
Career rolesAI agent developer, AI automation engineer, LLM application developerDeep Learning Engineer, Machine Learning Engineer, Computer Vision Engineer
Which to pick

Choose the one that fits your goal

Pick Agentic AI if…

Design and deploy AI agents that plan, use tools and complete multi-step tasks on their own.

  • Explain how AI agents work and when to use them
  • Build, test and deploy a working agent with real tool access
  • Create RAG systems that answer from company documents
Explore Agentic AI

Pick Deep Learning if…

Learn how artificial neural networks, CNNs, RNNs, LSTMs and transformers learn from data, working in Python with TensorFlow, Keras and PyTorch on real datasets.

  • Explain how neural networks learn and why models fail.
  • Build, train and evaluate deep learning models on real datasets.
  • Apply CNNs, LSTMs and transformers to image, text and sequence problems.
Explore Deep Learning

Still deciding between the two?

A counsellor can map either course to your degree, schedule and career goal — one call is usually enough.

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