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Add Python for Data Science & AI Masterclass module with 10 topics

Browse files
Python/index.html ADDED
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README.md CHANGED
@@ -35,6 +35,7 @@ Visit our courses directly in your browser:
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  | ๐Ÿ“ Mathematics | [Launch](https://aashishgarg13.github.io/DataScience-v2/math-ds-complete/) | 15 |
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  | โš™๏ธ Feature Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/feature-engineering/) | 12 |
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  | ๐Ÿ“ˆ Visualization | [Launch](https://aashishgarg13.github.io/DataScience-v2/Visualization/) | 8 |
 
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  | ๐Ÿ’ฌ Prompt Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/prompt-engineering-guide/) | 12 |
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  ---
 
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  | ๐Ÿ“ Mathematics | [Launch](https://aashishgarg13.github.io/DataScience-v2/math-ds-complete/) | 15 |
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  | โš™๏ธ Feature Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/feature-engineering/) | 12 |
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  | ๐Ÿ“ˆ Visualization | [Launch](https://aashishgarg13.github.io/DataScience-v2/Visualization/) | 8 |
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+ | ๐Ÿ Python | [Launch](https://aashishgarg13.github.io/DataScience-v2/Python/) | 10 |
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  | ๐Ÿ’ฌ Prompt Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/prompt-engineering-guide/) | 12 |
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  ---
index.html CHANGED
@@ -321,6 +321,10 @@
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  --module-color: var(--color-accent-devops);
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  }
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  /* Footer */
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  .landing-footer {
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  text-align: center;
@@ -693,24 +697,62 @@
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  <div class="module-card-header">
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  <span class="badge badge-new">New</span>
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  </div>
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- <div class="module-card-body">
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- <h2 class="module-card-title">Azure DevOps & MLOps</h2>
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- <p class="module-card-description">
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- CI/CD pipelines, Docker, Kubernetes, AKS, MLOps, Infrastructure as Code, and production ML
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- deployment on Azure.
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- </p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </div>
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- <div class="module-progress">
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- <div class="module-progress-bar">
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- <div class="module-progress-fill progress-bar" style="width: 0%"></div>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </div>
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- <div class="module-progress-label">
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- <span>Progress</span>
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- <span class="progress-label-value">0/10</span>
 
 
 
 
 
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  </div>
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  </div>
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- <div class="module-card-footer">
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- <span class="module-card-cta">Explore DevOps</span>
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  <span class="module-card-arrow">โ†’</span>
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  </div>
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  </a>
 
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  --module-color: var(--color-accent-devops);
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  }
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+ .module-python {
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+ --module-color: var(--color-accent-python);
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+ }
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+
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  /* Footer */
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  .landing-footer {
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  text-align: center;
 
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  <div class="module-card-header">
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  <span class="badge badge-new">New</span>
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  </div>
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+ <div class="module-card-content">
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+ <div class="module-icon">โ˜๏ธ</div>
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+ <h3>Azure DevOps & MLOps</h3>
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+ <p class="module-description">Master DevOps fundamentals, CI/CD pipelines, Kubernetes, and MLOps
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+ automation for production ML systems.</p>
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+ <div class="module-topics">
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+ <span class="topic-pill">DevOps Fundamentals</span>
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+ <span class="topic-pill">CI/CD Pipeline (YAML)</span>
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+ <span class="topic-pill">Docker & Containers</span>
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+ <span class="topic-pill">Kubernetes & AKS</span>
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+ <span class="topic-pill">MLOps Pipeline</span>
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+ <span class="topic-pill">Monitoring & Automation</span>
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+ </div>
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+ <div class="module-footer">
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+ <div class="module-progress">
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+ <div class="progress-circle">
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+ <span class="progress-text">0/10</span>
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+ </div>
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+ <span class="progress-label">Topics</span>
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+ </div>
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+ <button class="btn-explore">Explore DevOps</button>
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+ </div>
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  </div>
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+ <div class="module-card-decoration">
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+ <span class="module-card-arrow">โ†’</span>
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+ </div>
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+ </a>
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+
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+ <!-- Python for DS & AI -->
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+ <a href="Python/index.html" class="module-card module-python" data-progress-module="python">
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+ <div class="module-card-header">
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+ <span class="badge badge-new">New</span>
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+ </div>
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+ <div class="module-card-content">
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+ <div class="module-icon">๐Ÿ</div>
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+ <h3>Python for Data Science & AI</h3>
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+ <p class="module-description">Complete Python masterclass from fundamentals to productionโ€”NumPy,
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+ Pandas, PyTorch, TensorFlow, and optimization.</p>
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+ <div class="module-topics">
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+ <span class="topic-pill">Python Fundamentals</span>
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+ <span class="topic-pill">NumPy & Pandas</span>
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+ <span class="topic-pill">Advanced Python (OOP/Async)</span>
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+ <span class="topic-pill">PyTorch & Transformers</span>
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+ <span class="topic-pill">Production & Optimization</span>
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  </div>
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+ <div class="module-footer">
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+ <div class="module-progress">
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+ <div class="progress-circle">
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+ <span class="progress-text">0/10</span>
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+ </div>
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+ <span class="progress-label">Topics</span>
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+ </div>
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+ <button class="btn-explore">Explore Python</button>
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  </div>
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  </div>
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+ <div class="module-card-decoration">
 
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  <span class="module-card-arrow">โ†’</span>
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  </div>
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  </a>
shared/css/design-system.css CHANGED
@@ -35,6 +35,8 @@
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  /* Prompt Eng - Pink */
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  --color-accent-devops: #0078D4;
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  /* Azure DevOps - Azure Blue */
 
 
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  /* Semantic Colors */
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  --color-success: #2ecc71;
 
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  /* Prompt Eng - Pink */
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  --color-accent-devops: #0078D4;
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  /* Azure DevOps - Azure Blue */
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+ --color-accent-python: #3776AB;
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+ /* Python - Python Blue */
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  /* Semantic Colors */
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  --color-success: #2ecc71;
shared/js/search.js CHANGED
@@ -165,6 +165,25 @@
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  { title: 'MLOps Pipeline', section: 'mlops' },
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  { title: 'Monitoring & Automation', section: 'monitoring' }
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  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ];
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  { title: 'MLOps Pipeline', section: 'mlops' },
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  { title: 'Monitoring & Automation', section: 'monitoring' }
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  ]
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+ },
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+ {
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+ id: 'python',
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+ name: 'Python for Data Science & AI',
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+ path: '/Python/index.html',
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+ icon: '๐Ÿ',
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+ color: '#3776AB',
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+ topics: [
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+ { title: 'Python Fundamentals for DS', section: 'python-fundamentals' },
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+ { title: 'NumPy & Scientific Computing', section: 'numpy' },
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+ { title: 'Pandas & Data Manipulation', section: 'pandas' },
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+ { title: 'Data Visualization (Matplotlib/Seaborn)', section: 'visualization' },
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+ { title: 'Advanced Python (OOP/Async)', section: 'advanced' },
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+ { title: 'Python for ML (Scikit-learn)', section: 'sklearn' },
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+ { title: 'Deep Learning with PyTorch', section: 'pytorch' },
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+ { title: 'TensorFlow & Keras', section: 'tensorflow' },
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+ { title: 'Production Python (Testing/FastAPI)', section: 'production' },
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+ { title: 'Performance & Optimization (Numba/Dask)', section: 'optimization' }
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+ ]
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  }
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  ];
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