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🔟 HTML, CSS & JS Hacks Before Coding

Use tags like <header>, <main>, <footer> for better structure, SEO, and accessibility.

Semantic tags make screen readers and search engines understand your page better → improves accessibility & SEO ranking.
Use Flexbox/Grid instead of floats. Sketch layout first for cleaner CSS.

Flexbox is best for 1D layouts (rows/columns), Grid is perfect for 2D layouts. Combine both for responsive designs.
Use BEM or utility classes for reusable styles instead of long unique selectors.

Example: .btn-primary instead of .blue-big-button-left. Keeps CSS clean, scalable, and reusable.

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🔟 Python API & FastAPI Hacks Before Coding

Keep dependencies isolated with venv or poetry.

Example: python -m venv .venv → keeps each project’s libraries separate and avoids version conflicts.
Separate main.py, routers/, schemas/, models/, utils/.

Example layout:
app/routers/users.py, app/models/user.py, app/schemas/user.py.
Define request/response models with pydantic.BaseModel.

Example:
class User(BaseModel): name: str; email: EmailStr → auto-validates inputs.

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AI & Machine Learning Courses

FOUNDATION LEVEL

Python for AI & Data Science

Master Python programming with focus on AI applications. Learn NumPy, Pandas, Matplotlib, and essential libraries for data manipulation and visualization in machine learning projects.

INTERMEDIATE LEVEL

Deep Learning with TensorFlow

Build and train neural networks using TensorFlow 2.x. Cover CNNs, RNNs, GANs, and transfer learning. Hands-on projects with computer vision and natural language processing applications.

ADVANCED SPECIALIZATION

NLP with Transformers & LLMs

Master Natural Language Processing with BERT, GPT, and Transformer models. Build chatbots, sentiment analysis systems, and fine-tune large language models for specific applications.

Learning Plans & Pricing

Free Tier
  • Access to Basic Courses
  • Community Forum Access
  • Weekly Learning Materials
  • Basic Project Templates
  • Official Documentation Access
₹0 forever
Pro Learner
  • All Free Tier Features
  • Full Course Library Access
  • Certificates of Completion
  • Project Code Reviews
  • Monthly 1:1 Mentoring
  • Portfolio Building Support
  • Priority Support
₹2,499 / month
Enterprise
  • All Pro Features
  • Team Management Dashboard
  • Custom Learning Paths
  • Advanced Analytics & Reports
  • Dedicated Account Manager
  • API & Integration Support
  • Custom Content Creation
Custom pricing

More Official Learning Resources

PyTorch Tutorials Scikit-learn Tutorials DeepLearning.AI AWS ML Training Microsoft Azure AI

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