Build robust web apps with models, views, ORM, admin, and deployment.

Create lightweight APIs and apps: routing, templates, blueprints, and auth.

Practical ML with preprocessing, models, pipelines, and evaluation.

Numerical computing with arrays, vectorization, and broadcasting.

Natural language processing: tokenization, tagging, and pipelines.

Image processing: resize, filter, draw, and metadata handling.

Assess your ability to handle color modes,masks,and composite images.

Check your understanding of serializers,viewsets,and authentication in DRF.

Test your combined skills in data manipulation and numerical computation.

Test your knowledge of Django’s core concepts including models,views,and templates.

Explore how well you understand Django’s Object-Relational Mapper and query operations.

Challenge yourself with a quiz covering preprocessing,modeling,and deployment workflows.

Test your ability to preprocess,scale,and select relevant features for ML models.

Evaluate how well you can create,document,and test RESTful APIs using Flask.

Check your understanding of Flask add-ons,blueprints,and middleware architecture.

Assess your grasp of Flask’s routing,request handling,and Jinja2 templating.

Test your skills in image transformations,filtering,and format conversions using Pillow.

Assess your knowledge of building NLP models using text features and ML pipelines.

Check your understanding of matrix operations and vectorized computations.

Evaluate your understanding of datasets,model training,and evaluation in scikit-learn.

Assess your grasp of metrics,cross-validation,and hyperparameter tuning.

Evaluate your skills in tokenization,stemming,tagging,and text classification using NLTK.

Challenge your grasp of array manipulation,broadcasting,and indexing in NumPy.

Test your knowledge of regression and classification algorithms in scikit-learn.

Test how well you can clean,normalize,and prepare text data for NLP tasks.

Check your understanding of clustering and dimensionality reduction in scikit-learn.