Basic and Full-text Search with Django and Postgres
https://testdriven.io/blog/django-search/
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3⃣ Sort full-text search results by relevance using stemming, ranking, and weighting
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https://testdriven.io/blog/django-search/
1⃣ Set up basic search functionality with Q objects
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3⃣ Sort full-text search results by relevance using stemming, ranking, and weighting
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🔥 Data science path without complexity (Data Science Roadmap):
👨💻 Programming:
Python 🐍
R 📊
Java ☕
SQL 📂
📊 Mathematical foundations:
Statistics 📈
Linear algebra 🔢
Differentiation and integration
Classification mathematics 📐
📈 Data analysis:
Feature Engineering 🛠️
Data Wrangling 📑
Interpretative data analysis (EDA) 🔍
🤖 Machine Learning:
Classification 🏷️
Regression 📈
Reinforcement Learning 🎮
Deep Learning 🧠
Dimensionality Reduction 🔍
Clustering 🧩
🕸️ Collect data from the web:
Beautiful Soup 🍲
Scrapy 🕷️
URLLIB 🌐
📊 Graphical visualization:
Tableau 🧮
D3.js 🌐
Scatter Plot 📈
Power BI 📉
ggplot2 📊
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https://github.com/Moataz-Elmesmary/Data-Science-Roadmap
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👨💻 Programming:
Python 🐍
R 📊
Java ☕
SQL 📂
📊 Mathematical foundations:
Statistics 📈
Linear algebra 🔢
Differentiation and integration
Classification mathematics 📐
📈 Data analysis:
Feature Engineering 🛠️
Data Wrangling 📑
Interpretative data analysis (EDA) 🔍
🤖 Machine Learning:
Classification 🏷️
Regression 📈
Reinforcement Learning 🎮
Deep Learning 🧠
Dimensionality Reduction 🔍
Clustering 🧩
🕸️ Collect data from the web:
Beautiful Soup 🍲
Scrapy 🕷️
URLLIB 🌐
📊 Graphical visualization:
Tableau 🧮
D3.js 🌐
Scatter Plot 📈
Power BI 📉
ggplot2 📊
🚀 Get ready to explore the depths of this amazing field with these amazing, free educational resources collected in this repository:
https://github.com/Moataz-Elmesmary/Data-Science-Roadmap
https://t.me/CodeProgrammer
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Build a Code Image Generator With Python
In this step-by-step tutorial, you’ll learn how to:
⭐️ Set up and run a Flask project
⭐️ Connect and style Jinja templates
⭐️ Use Playwright to create images
⭐️ Beautify code with Pygments
⭐️ Leverage sessions to save browser states
⭐️ Enhance the user experience with JavaScript
https://realpython.com/python-code-image-generator/
In this step-by-step tutorial, you’ll learn how to:
⭐️ Set up and run a Flask project
⭐️ Connect and style Jinja templates
⭐️ Use Playwright to create images
⭐️ Beautify code with Pygments
⭐️ Leverage sessions to save browser states
⭐️ Enhance the user experience with JavaScript
https://realpython.com/python-code-image-generator/
🤗🖥 Text To Image With Hugging Face
📌 Model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
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📌 Model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
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👨🏻💻 Data science researcher Keith McNulty has published the complete content of the R for People Analytics course online for free . The content of this course includes:
1) All textbooks + slides during the course
2) Interactive exercises using RStudio Cloud
3) Course project datasets
┌ 🏷 RStudio conf 2022
└ 📚 R for People Analytics
This course contains resources that mainly focus on R. For a deeper understanding of working with R for data analysts, McNulty has made two of his textbooks free :
┌ 🏷 Two FREE online textbooks R
├ 📘 Regression Modeling with R
└ 📕 Graphs & Networks with R
https://t.me/CodeProgrammer
1) All textbooks + slides during the course
2) Interactive exercises using RStudio Cloud
3) Course project datasets
┌ 🏷 RStudio conf 2022
└ 📚 R for People Analytics
This course contains resources that mainly focus on R. For a deeper understanding of working with R for data analysts, McNulty has made two of his textbooks free :
┌ 🏷 Two FREE online textbooks R
├ 📘 Regression Modeling with R
└ 📕 Graphs & Networks with R
https://t.me/CodeProgrammer
+160 Data Science Projects You Can Try with Python
+160 Data Science Projects solved & explained with Python
┌ 🏷 Data Science Projects with Python
└ 📊 +160 Data Science Projects
✅ https://t.me/CodeProgrammer
+160 Data Science Projects solved & explained with Python
┌ 🏷 Data Science Projects with Python
└ 📊 +160 Data Science Projects
✅ https://t.me/CodeProgrammer
🤖 Machine Learning Tutorials Repository
1. Python
2. Computer Vision: Techniques, algorithms
3. NLP
4. Matplotlib
5. NumPy
6. Pandas
7. MLOps
8. LLMs
9. PyTorch/TensorFlow
🔗 GitHub: https://github.com/patchy631/machine-learning/tree/main
⭐️ https://t.me/DataScienceT
1. Python
2. Computer Vision: Techniques, algorithms
3. NLP
4. Matplotlib
5. NumPy
6. Pandas
7. MLOps
8. LLMs
9. PyTorch/TensorFlow
git clone https://github.com/patchy631/machine-learning
🔗 GitHub: https://github.com/patchy631/machine-learning/tree/main
⭐️ https://t.me/DataScienceT
✅ The best sources for downloading datasets for free
┌ 🏷 Real world data
├ ◼️ Data.gov
├ ◻️ Kaggle
├ ◼️ Dataset Search
├ ◻️ DataHub
├ ◼️ Earth Data
└ ◻️ WHO data repository
⭐️ https://t.me/CodeProgrammer
┌ 🏷 Real world data
├ ◼️ Data.gov
├ ◻️ Kaggle
├ ◼️ Dataset Search
├ ◻️ DataHub
├ ◼️ Earth Data
└ ◻️ WHO data repository
⭐️ https://t.me/CodeProgrammer
☑️ IBM Free course: Python Basics for Data Science
Course Link: https://www.edx.org/learn/python/ibm-python-basics-for-data-science
⭐️ https://t.me/CodeProgrammer
Course Link: https://www.edx.org/learn/python/ibm-python-basics-for-data-science
⭐️ https://t.me/CodeProgrammer
🖥 Extracting Tables from a PDF
Code: https://github.com/jsvine/pdfplumber
⭐️ https://t.me/CodeProgrammer
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Code: https://github.com/jsvine/pdfplumber
⭐️ https://t.me/CodeProgrammer
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Free Datasets to practice data science projects
1. Enron Email Dataset
Data Link: https://www.cs.cmu.edu/~enron/
2. Chatbot Intents Dataset
Data Link: https://github.com/katanaml/katana-assistant/blob/master/mlbackend/intents.json
3. Flickr 30k Dataset
Data Link: https://www.kaggle.com/hsankesara/flickr-image-dataset
4. Parkinson Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/parkinsons
5. Iris Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/Iris
6. ImageNet dataset
Data Link: http://www.image-net.org/
7. Mall Customers Dataset
Data Link: https://www.kaggle.com/shwetabh123/mall-customers
8. Google Trends Data Portal
Data Link: https://trends.google.com/trends/
9. The Boston Housing Dataset
Data Link: https://www.cs.toronto.edu/~delve/data/boston/bostonDetail.html
10. Uber Pickups Dataset
Data Link: https://www.kaggle.com/fivethirtyeight/uber-pickups-in-new-york-city
11. Recommender Systems Dataset
Data Link: https://cseweb.ucsd.edu/~jmcauley/datasets.html
Source Code: https://bit.ly/37iBDEp
12. UCI Spambase Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/Spambase
13. GTSRB (German traffic sign recognition benchmark) Dataset
Data Link: http://benchmark.ini.rub.de/?section=gtsrb&subsection=dataset
Source Code: https://bit.ly/39taSyH
14. Cityscapes Dataset
Data Link: https://www.cityscapes-dataset.com/
15. Kinetics Dataset
Data Link: https://deepmind.com/research/open-source/kinetics
16. IMDB-Wiki dataset
Data Link: https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
17. Color Detection Dataset
Data Link: https://github.com/codebrainz/color-names/blob/master/output/colors.csv
18. Urban Sound 8K dataset
Data Link: https://urbansounddataset.weebly.com/urbansound8k.html
19. Librispeech Dataset
Data Link: http://www.openslr.org/12
20. Breast Histopathology Images Dataset
Data Link: https://www.kaggle.com/paultimothymooney/breast-histopathology-images
21. Youtube 8M Dataset
Data Link: https://research.google.com/youtube8m/
⭐️ https://t.me/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
1. Enron Email Dataset
Data Link: https://www.cs.cmu.edu/~enron/
2. Chatbot Intents Dataset
Data Link: https://github.com/katanaml/katana-assistant/blob/master/mlbackend/intents.json
3. Flickr 30k Dataset
Data Link: https://www.kaggle.com/hsankesara/flickr-image-dataset
4. Parkinson Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/parkinsons
5. Iris Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/Iris
6. ImageNet dataset
Data Link: http://www.image-net.org/
7. Mall Customers Dataset
Data Link: https://www.kaggle.com/shwetabh123/mall-customers
8. Google Trends Data Portal
Data Link: https://trends.google.com/trends/
9. The Boston Housing Dataset
Data Link: https://www.cs.toronto.edu/~delve/data/boston/bostonDetail.html
10. Uber Pickups Dataset
Data Link: https://www.kaggle.com/fivethirtyeight/uber-pickups-in-new-york-city
11. Recommender Systems Dataset
Data Link: https://cseweb.ucsd.edu/~jmcauley/datasets.html
Source Code: https://bit.ly/37iBDEp
12. UCI Spambase Dataset
Data Link: https://archive.ics.uci.edu/ml/datasets/Spambase
13. GTSRB (German traffic sign recognition benchmark) Dataset
Data Link: http://benchmark.ini.rub.de/?section=gtsrb&subsection=dataset
Source Code: https://bit.ly/39taSyH
14. Cityscapes Dataset
Data Link: https://www.cityscapes-dataset.com/
15. Kinetics Dataset
Data Link: https://deepmind.com/research/open-source/kinetics
16. IMDB-Wiki dataset
Data Link: https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
17. Color Detection Dataset
Data Link: https://github.com/codebrainz/color-names/blob/master/output/colors.csv
18. Urban Sound 8K dataset
Data Link: https://urbansounddataset.weebly.com/urbansound8k.html
19. Librispeech Dataset
Data Link: http://www.openslr.org/12
20. Breast Histopathology Images Dataset
Data Link: https://www.kaggle.com/paultimothymooney/breast-histopathology-images
21. Youtube 8M Dataset
Data Link: https://research.google.com/youtube8m/
⭐️ https://t.me/CodeProgrammer
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Computers are getting better than humans in classifying objects 😳💯
With Computer Vision will AI take over the planet Earth? 🤷🏻♂️😨
Here is a pack of 5 resources about the upcoming field - Computer Vision
What is Computer Vision?
https://data-flair.training/blogs/ai-python-computer-vision/
Computer Vision Projects
https://data-flair.training/blogs/computer-vision-project-ideas/
Road Lane line detection – Computer Vision Project in Python
https://data-flair.training/blogs/road-lane-line-detection/
Real-time Human Detection & Counting – Computer Vision Project in Python
https://data-flair.training/blogs/python-project-real-time-human-detection-counting/
Driver Drowsiness Detection – Computer Vision Project in Python
https://data-flair.training/blogs/python-project-driver-drowsiness-detection-system/
⭐️ https://t.me/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
With Computer Vision will AI take over the planet Earth? 🤷🏻♂️😨
Here is a pack of 5 resources about the upcoming field - Computer Vision
What is Computer Vision?
https://data-flair.training/blogs/ai-python-computer-vision/
Computer Vision Projects
https://data-flair.training/blogs/computer-vision-project-ideas/
Road Lane line detection – Computer Vision Project in Python
https://data-flair.training/blogs/road-lane-line-detection/
Real-time Human Detection & Counting – Computer Vision Project in Python
https://data-flair.training/blogs/python-project-real-time-human-detection-counting/
Driver Drowsiness Detection – Computer Vision Project in Python
https://data-flair.training/blogs/python-project-driver-drowsiness-detection-system/
⭐️ https://t.me/CodeProgrammer
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Programming for everybody (getting started with python)
Free course from coursera:
https://www.coursera.org/learn/python
⭐️ https://t.me/CodeProgrammer
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Free course from coursera:
https://www.coursera.org/learn/python
⭐️ https://t.me/CodeProgrammer
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Forwarded from Eng. Hussein Sheikho 👨💻
This channels is for Programmers, Coders, Software Engineers.
0- Python
1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
8- programming Languages
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0- Python
1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
8- programming Languages
✅ https://t.me/addlist/8_rRW2scgfRhOTc0
✅ https://t.me/DataScienceM