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Artificial Intelligence 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

FeatureArtificial IntelligenceDeep Learning
LevelIntermediateAdvanced
Duration6–9 Months3–4 Months
Who can joinNo prior coding experience; basic school-level maths (percentages, simple algebra)Basic computer skills and school-level maths; Python or machine learning knowledge is useful but not compulsory
Key toolsPython, Jupyter Notebook, Google Colab, NumPy, pandas, MatplotlibPython, Jupyter Notebook, Google Colab, NumPy, Pandas, Matplotlib
What you’ll learnModule 1: Python for AI · Module 2: Data Handling and Maths Essentials · Module 3: Data Analysis and Visualisation · Module 4: Machine LearningModule 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/ML trainee, Data analyst, Junior data scientistDeep Learning Engineer, Machine Learning Engineer, Computer Vision Engineer
Which to pick

Choose the one that fits your goal

Pick Artificial Intelligence if…

Begin with Python and the essential maths, then move into machine learning, deep learning, natural language processing and generative AI, applying each concept through hands-on projects.

  • Write Python code to clean, analyse and visualise data
  • Build, train and evaluate machine learning and deep learning models
  • Work with text data and use pre-trained language models
Explore Artificial Intelligence

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?

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