Spaces:
Running
Running
Commit ยท
e6c9de8
1
Parent(s): 7924aba
Add Python for Data Science & AI Masterclass module with 10 topics
Browse files- Python/index.html +0 -0
- README.md +1 -0
- index.html +56 -14
- shared/css/design-system.css +2 -0
- shared/js/search.js +19 -0
Python/index.html
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
README.md
CHANGED
|
@@ -35,6 +35,7 @@ Visit our courses directly in your browser:
|
|
| 35 |
| ๐ Mathematics | [Launch](https://aashishgarg13.github.io/DataScience-v2/math-ds-complete/) | 15 |
|
| 36 |
| โ๏ธ Feature Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/feature-engineering/) | 12 |
|
| 37 |
| ๐ Visualization | [Launch](https://aashishgarg13.github.io/DataScience-v2/Visualization/) | 8 |
|
|
|
|
| 38 |
| ๐ฌ Prompt Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/prompt-engineering-guide/) | 12 |
|
| 39 |
|
| 40 |
---
|
|
|
|
| 35 |
| ๐ Mathematics | [Launch](https://aashishgarg13.github.io/DataScience-v2/math-ds-complete/) | 15 |
|
| 36 |
| โ๏ธ Feature Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/feature-engineering/) | 12 |
|
| 37 |
| ๐ Visualization | [Launch](https://aashishgarg13.github.io/DataScience-v2/Visualization/) | 8 |
|
| 38 |
+
| ๐ Python | [Launch](https://aashishgarg13.github.io/DataScience-v2/Python/) | 10 |
|
| 39 |
| ๐ฌ Prompt Engineering | [Launch](https://aashishgarg13.github.io/DataScience-v2/prompt-engineering-guide/) | 12 |
|
| 40 |
|
| 41 |
---
|
index.html
CHANGED
|
@@ -321,6 +321,10 @@
|
|
| 321 |
--module-color: var(--color-accent-devops);
|
| 322 |
}
|
| 323 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 324 |
/* Footer */
|
| 325 |
.landing-footer {
|
| 326 |
text-align: center;
|
|
@@ -693,24 +697,62 @@
|
|
| 693 |
<div class="module-card-header">
|
| 694 |
<span class="badge badge-new">New</span>
|
| 695 |
</div>
|
| 696 |
-
<div class="module-card-
|
| 697 |
-
<
|
| 698 |
-
<
|
| 699 |
-
|
| 700 |
-
|
| 701 |
-
<
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 702 |
</div>
|
| 703 |
-
<div class="module-
|
| 704 |
-
<
|
| 705 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 706 |
</div>
|
| 707 |
-
<div class="module-
|
| 708 |
-
<
|
| 709 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 710 |
</div>
|
| 711 |
</div>
|
| 712 |
-
<div class="module-card-
|
| 713 |
-
<span class="module-card-cta">Explore DevOps</span>
|
| 714 |
<span class="module-card-arrow">โ</span>
|
| 715 |
</div>
|
| 716 |
</a>
|
|
|
|
| 321 |
--module-color: var(--color-accent-devops);
|
| 322 |
}
|
| 323 |
|
| 324 |
+
.module-python {
|
| 325 |
+
--module-color: var(--color-accent-python);
|
| 326 |
+
}
|
| 327 |
+
|
| 328 |
/* Footer */
|
| 329 |
.landing-footer {
|
| 330 |
text-align: center;
|
|
|
|
| 697 |
<div class="module-card-header">
|
| 698 |
<span class="badge badge-new">New</span>
|
| 699 |
</div>
|
| 700 |
+
<div class="module-card-content">
|
| 701 |
+
<div class="module-icon">โ๏ธ</div>
|
| 702 |
+
<h3>Azure DevOps & MLOps</h3>
|
| 703 |
+
<p class="module-description">Master DevOps fundamentals, CI/CD pipelines, Kubernetes, and MLOps
|
| 704 |
+
automation for production ML systems.</p>
|
| 705 |
+
<div class="module-topics">
|
| 706 |
+
<span class="topic-pill">DevOps Fundamentals</span>
|
| 707 |
+
<span class="topic-pill">CI/CD Pipeline (YAML)</span>
|
| 708 |
+
<span class="topic-pill">Docker & Containers</span>
|
| 709 |
+
<span class="topic-pill">Kubernetes & AKS</span>
|
| 710 |
+
<span class="topic-pill">MLOps Pipeline</span>
|
| 711 |
+
<span class="topic-pill">Monitoring & Automation</span>
|
| 712 |
+
</div>
|
| 713 |
+
<div class="module-footer">
|
| 714 |
+
<div class="module-progress">
|
| 715 |
+
<div class="progress-circle">
|
| 716 |
+
<span class="progress-text">0/10</span>
|
| 717 |
+
</div>
|
| 718 |
+
<span class="progress-label">Topics</span>
|
| 719 |
+
</div>
|
| 720 |
+
<button class="btn-explore">Explore DevOps</button>
|
| 721 |
+
</div>
|
| 722 |
</div>
|
| 723 |
+
<div class="module-card-decoration">
|
| 724 |
+
<span class="module-card-arrow">โ</span>
|
| 725 |
+
</div>
|
| 726 |
+
</a>
|
| 727 |
+
|
| 728 |
+
<!-- Python for DS & AI -->
|
| 729 |
+
<a href="Python/index.html" class="module-card module-python" data-progress-module="python">
|
| 730 |
+
<div class="module-card-header">
|
| 731 |
+
<span class="badge badge-new">New</span>
|
| 732 |
+
</div>
|
| 733 |
+
<div class="module-card-content">
|
| 734 |
+
<div class="module-icon">๐</div>
|
| 735 |
+
<h3>Python for Data Science & AI</h3>
|
| 736 |
+
<p class="module-description">Complete Python masterclass from fundamentals to productionโNumPy,
|
| 737 |
+
Pandas, PyTorch, TensorFlow, and optimization.</p>
|
| 738 |
+
<div class="module-topics">
|
| 739 |
+
<span class="topic-pill">Python Fundamentals</span>
|
| 740 |
+
<span class="topic-pill">NumPy & Pandas</span>
|
| 741 |
+
<span class="topic-pill">Advanced Python (OOP/Async)</span>
|
| 742 |
+
<span class="topic-pill">PyTorch & Transformers</span>
|
| 743 |
+
<span class="topic-pill">Production & Optimization</span>
|
| 744 |
</div>
|
| 745 |
+
<div class="module-footer">
|
| 746 |
+
<div class="module-progress">
|
| 747 |
+
<div class="progress-circle">
|
| 748 |
+
<span class="progress-text">0/10</span>
|
| 749 |
+
</div>
|
| 750 |
+
<span class="progress-label">Topics</span>
|
| 751 |
+
</div>
|
| 752 |
+
<button class="btn-explore">Explore Python</button>
|
| 753 |
</div>
|
| 754 |
</div>
|
| 755 |
+
<div class="module-card-decoration">
|
|
|
|
| 756 |
<span class="module-card-arrow">โ</span>
|
| 757 |
</div>
|
| 758 |
</a>
|
shared/css/design-system.css
CHANGED
|
@@ -35,6 +35,8 @@
|
|
| 35 |
/* Prompt Eng - Pink */
|
| 36 |
--color-accent-devops: #0078D4;
|
| 37 |
/* Azure DevOps - Azure Blue */
|
|
|
|
|
|
|
| 38 |
|
| 39 |
/* Semantic Colors */
|
| 40 |
--color-success: #2ecc71;
|
|
|
|
| 35 |
/* Prompt Eng - Pink */
|
| 36 |
--color-accent-devops: #0078D4;
|
| 37 |
/* Azure DevOps - Azure Blue */
|
| 38 |
+
--color-accent-python: #3776AB;
|
| 39 |
+
/* Python - Python Blue */
|
| 40 |
|
| 41 |
/* Semantic Colors */
|
| 42 |
--color-success: #2ecc71;
|
shared/js/search.js
CHANGED
|
@@ -165,6 +165,25 @@
|
|
| 165 |
{ title: 'MLOps Pipeline', section: 'mlops' },
|
| 166 |
{ title: 'Monitoring & Automation', section: 'monitoring' }
|
| 167 |
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 168 |
}
|
| 169 |
];
|
| 170 |
|
|
|
|
| 165 |
{ title: 'MLOps Pipeline', section: 'mlops' },
|
| 166 |
{ title: 'Monitoring & Automation', section: 'monitoring' }
|
| 167 |
]
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
id: 'python',
|
| 171 |
+
name: 'Python for Data Science & AI',
|
| 172 |
+
path: '/Python/index.html',
|
| 173 |
+
icon: '๐',
|
| 174 |
+
color: '#3776AB',
|
| 175 |
+
topics: [
|
| 176 |
+
{ title: 'Python Fundamentals for DS', section: 'python-fundamentals' },
|
| 177 |
+
{ title: 'NumPy & Scientific Computing', section: 'numpy' },
|
| 178 |
+
{ title: 'Pandas & Data Manipulation', section: 'pandas' },
|
| 179 |
+
{ title: 'Data Visualization (Matplotlib/Seaborn)', section: 'visualization' },
|
| 180 |
+
{ title: 'Advanced Python (OOP/Async)', section: 'advanced' },
|
| 181 |
+
{ title: 'Python for ML (Scikit-learn)', section: 'sklearn' },
|
| 182 |
+
{ title: 'Deep Learning with PyTorch', section: 'pytorch' },
|
| 183 |
+
{ title: 'TensorFlow & Keras', section: 'tensorflow' },
|
| 184 |
+
{ title: 'Production Python (Testing/FastAPI)', section: 'production' },
|
| 185 |
+
{ title: 'Performance & Optimization (Numba/Dask)', section: 'optimization' }
|
| 186 |
+
]
|
| 187 |
}
|
| 188 |
];
|
| 189 |
|