Forwarded from Data Science Library
We have just launched a fundraising campaign for the channel to ensure continued quality service
We upload the book via Internet data, and this is expensive for us
Participate and contribute to the donation campaign until the target amount is reached
Members who will contribute to the donation campaign will receive a free subnoscription to the paid channel and a LinkedIn grant
Donate link:
https://boosty.to/datascienceteam/donate
We upload the book via Internet data, and this is expensive for us
Participate and contribute to the donation campaign until the target amount is reached
Members who will contribute to the donation campaign will receive a free subnoscription to the paid channel and a LinkedIn grant
Donate link:
https://boosty.to/datascienceteam/donate
👍13❤3
🔥Free Certification Courses from Microsoft to try in 2023:
1. Get started with Microsoft data analytics
https://learn.microsoft.com/en-us/training/paths/data-analytics-microsoft
2. Prepare data for analysis with Power BI
https://learn.microsoft.com/en-us/training/paths/prepare-data-power-bi
3. Model data with Power BI
https://learn.microsoft.com/en-us/training/paths/model-data-power-bi
4. Build Power BI visuals and reports
https://learn.microsoft.com/en-us/training/paths/build-power-bi-visuals-reports
5. Data analysis in Power BI
https://coursya.com/product/microsoft-power-bi-data-analyst
6. Visualize data in Power BI
https://coursya.com/product/build-power-bi-visuals-and-reports-training
7. Model data in Power BI
https://coursya.com/product/power-bi-for-beginners-designing-a-data-model
8. Prepare data for analysis
https://coursya.com/product/prepare-data-for-analysis-training
9. Get started with Microsoft data analytics
https://coursya.com/product/get-started-with-microsoft-data-analytics-training
10. Microsoft Certified: Power BI Data Analyst Associate
https://coursya.com/product/microsoft-certified-power-bi-data-analyst-associate-certifications
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
1. Get started with Microsoft data analytics
https://learn.microsoft.com/en-us/training/paths/data-analytics-microsoft
2. Prepare data for analysis with Power BI
https://learn.microsoft.com/en-us/training/paths/prepare-data-power-bi
3. Model data with Power BI
https://learn.microsoft.com/en-us/training/paths/model-data-power-bi
4. Build Power BI visuals and reports
https://learn.microsoft.com/en-us/training/paths/build-power-bi-visuals-reports
5. Data analysis in Power BI
https://coursya.com/product/microsoft-power-bi-data-analyst
6. Visualize data in Power BI
https://coursya.com/product/build-power-bi-visuals-and-reports-training
7. Model data in Power BI
https://coursya.com/product/power-bi-for-beginners-designing-a-data-model
8. Prepare data for analysis
https://coursya.com/product/prepare-data-for-analysis-training
9. Get started with Microsoft data analytics
https://coursya.com/product/get-started-with-microsoft-data-analytics-training
10. Microsoft Certified: Power BI Data Analyst Associate
https://coursya.com/product/microsoft-certified-power-bi-data-analyst-associate-certifications
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
👍44❤3
Basic and Full-text Search with Django and Postgres
https://testdriven.io/blog/django-search/
1⃣ Set up basic search functionality with Q objects
2⃣ Add full-text search with Postgres
3⃣ Sort full-text search results by relevance using stemming, ranking, and weighting
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
https://testdriven.io/blog/django-search/
1⃣ Set up basic search functionality with Q objects
2⃣ Add full-text search with Postgres
3⃣ Sort full-text search results by relevance using stemming, ranking, and weighting
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
❤9👍5
🔥 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 📊
🚀 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://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
👨💻 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://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
❤32👍22
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/
❤16👍10😱2
🤗🖥 Text To Image With Hugging Face
📌 Model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
📌 Model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
https://news.1rj.ru/str/CodeProgrammer
Please more 100 👍 with our posts
👍40❤8😍2
This media is not supported in your browser
VIEW IN TELEGRAM
👨🏻💻 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://news.1rj.ru/str/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://news.1rj.ru/str/CodeProgrammer
❤10👍5
+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://news.1rj.ru/str/CodeProgrammer
+160 Data Science Projects solved & explained with Python
┌ 🏷 Data Science Projects with Python
└ 📊 +160 Data Science Projects
✅ https://news.1rj.ru/str/CodeProgrammer
👍17❤8❤🔥3
🤖 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://news.1rj.ru/str/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://news.1rj.ru/str/DataScienceT
👍34❤13😍1
✅ The best sources for downloading datasets for free
┌ 🏷 Real world data
├ ◼️ Data.gov
├ ◻️ Kaggle
├ ◼️ Dataset Search
├ ◻️ DataHub
├ ◼️ Earth Data
└ ◻️ WHO data repository
⭐️ https://news.1rj.ru/str/CodeProgrammer
┌ 🏷 Real world data
├ ◼️ Data.gov
├ ◻️ Kaggle
├ ◼️ Dataset Search
├ ◻️ DataHub
├ ◼️ Earth Data
└ ◻️ WHO data repository
⭐️ https://news.1rj.ru/str/CodeProgrammer
👍25❤12❤🔥2👏1
☑️ IBM Free course: Python Basics for Data Science
Course Link: https://www.edx.org/learn/python/ibm-python-basics-for-data-science
⭐️ https://news.1rj.ru/str/CodeProgrammer
Course Link: https://www.edx.org/learn/python/ibm-python-basics-for-data-science
⭐️ https://news.1rj.ru/str/CodeProgrammer
👍15❤4😍1
🖥 Extracting Tables from a PDF
Code: https://github.com/jsvine/pdfplumber
⭐️ https://news.1rj.ru/str/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
Code: https://github.com/jsvine/pdfplumber
⭐️ https://news.1rj.ru/str/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
👍41💯8❤6🫡2
💥Own a crypto wallet and participate in DeFi smart mining💥❤️❤️Minimum daily profit 3%-13%❤️❤️
🔴🟢We sincerely invite you to join our DeFi smart mining team:
💵DeFi smart mining is similar to bank savings deposits. You can participate in DeFi smart mining without investing any funds.💸Professional tutors provide online one-on-one guidance and earn a minimum of (100USDT-500USDT) every day
A mobile phone and an encrypted wallet are all you need to start earning money from mining.
How to mine for free please contact: https://news.1rj.ru/str/kkhh2233
🏆We are committed to providing every enthusiastic investor with accurate investment strategies and market analysis, with an average daily income of 100-500 USDT.
Join the DeFi Smart Mining Telegram channel: https://news.1rj.ru/str/DeFimobilemining
View more information about mining activities.💰Invite friends to join and you can get 10% of the friends’ income and 10% of the income of the friends introduced by your friends💰
🔴🟢We sincerely invite you to join our DeFi smart mining team:
💵DeFi smart mining is similar to bank savings deposits. You can participate in DeFi smart mining without investing any funds.💸Professional tutors provide online one-on-one guidance and earn a minimum of (100USDT-500USDT) every day
A mobile phone and an encrypted wallet are all you need to start earning money from mining.
How to mine for free please contact: https://news.1rj.ru/str/kkhh2233
🏆We are committed to providing every enthusiastic investor with accurate investment strategies and market analysis, with an average daily income of 100-500 USDT.
Join the DeFi Smart Mining Telegram channel: https://news.1rj.ru/str/DeFimobilemining
View more information about mining activities.💰Invite friends to join and you can get 10% of the friends’ income and 10% of the income of the friends introduced by your friends💰
👍6👎3❤1
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://news.1rj.ru/str/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://news.1rj.ru/str/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
❤19👍10❤🔥3👏1🤔1
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://news.1rj.ru/str/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://news.1rj.ru/str/CodeProgrammer
More Likes, Share, Subscribe 😉❤️
❤44👍23