π Memory Leak Bug Reports Dataset
βΉοΈ About Dataset:
This dataset contains 1,000 structured memory leak bug reports collected in a production-style format. Each entry includes key software engineering fields such as bug_id, title, description, product_module, environment, operating_system, browser, severity, priority, and status. The reports simulate ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 858
π§ Top Notebooks:
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset contains 1,000 structured memory leak bug reports collected in a production-style format. Each entry includes key software engineering fields such as bug_id, title, description, product_module, environment, operating_system, browser, severity, priority, and status. The reports simulate ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 858
π§ Top Notebooks:
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
πΉ mirzayasirabdullah07/memory-leak-bug-reports-notebook
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π World Species Extinction & Threat Assessment-IUCN
βΉοΈ About Dataset:
The World Species Extinction & Threat Assessment β IUCN dataset provides a structured and analytics-ready compilation of global species conservation status. Built upon the internationally recognized assessments of the International Union for Conservation of Nature (IUCN), this dataset enables in-dep...
π Statistics:
β πΎ Size: 20.38 MB
β π Files: 1
β β¬οΈ Downloads: 37
π§ Top Notebooks:
πΉ sarcasmos/global-biodiversity-crisis-a-data-driven-analysis
πΉ mmuneeb5522/global-plant-red-list-eda-ai
πΉ talha421/world-species-extinction-threat-assessment-ipynb
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
The World Species Extinction & Threat Assessment β IUCN dataset provides a structured and analytics-ready compilation of global species conservation status. Built upon the internationally recognized assessments of the International Union for Conservation of Nature (IUCN), this dataset enables in-dep...
π Statistics:
β πΎ Size: 20.38 MB
β π Files: 1
β β¬οΈ Downloads: 37
π§ Top Notebooks:
πΉ sarcasmos/global-biodiversity-crisis-a-data-driven-analysis
πΉ mmuneeb5522/global-plant-red-list-eda-ai
πΉ talha421/world-species-extinction-threat-assessment-ipynb
βββββββββββββββββ
π€ Powered by @datasets1
π BMW Resonance Data (2010β2024)
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 103
π§ Top Notebooks:
πΉ hassnainzaidi/signalscape
πΉ ahsanneural/bmw-adoption-dynamics
πΉ hassnainzaidi/signalscape
βββββββββββββββββ
π€ Powered by @datasets1
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 103
π§ Top Notebooks:
πΉ hassnainzaidi/signalscape
πΉ ahsanneural/bmw-adoption-dynamics
πΉ hassnainzaidi/signalscape
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π Global Cybersecurity Threats (2015β2024)
βΉοΈ About Dataset:
This dataset includes comprehensive records of 3,000 cybersecurity incidents that were reported between 2015 and 2024 in ten different countries. The cyberattack's nature, the industry it affected, the financial and user effect, the attack's origin, the exploited vulnerabilities, the defensive measu...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 76
π§ Top Notebooks:
πΉ lukhilaksh/global-cyber-security-threats-eda
πΉ rohit8527kmr7518/global-cybersecurity-threat-analysis-2015-2024
πΉ rudraprasadbhuyan/global-cybersecurity-threats-eda-1
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset includes comprehensive records of 3,000 cybersecurity incidents that were reported between 2015 and 2024 in ten different countries. The cyberattack's nature, the industry it affected, the financial and user effect, the attack's origin, the exploited vulnerabilities, the defensive measu...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 76
π§ Top Notebooks:
πΉ lukhilaksh/global-cyber-security-threats-eda
πΉ rohit8527kmr7518/global-cybersecurity-threat-analysis-2015-2024
πΉ rudraprasadbhuyan/global-cybersecurity-threats-eda-1
βββββββββββββββββ
π€ Powered by @datasets1
β€1π1
Forwarded from Machine Learning with Python
Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
β€1
π Traffic Violation Detection Dataset
βΉοΈ About Dataset:
Key feature: Vehicle classes (person, car, truck, bus, motorcycle) are extracted using ROI cropping β each vehicle bbox is cropped with 30% padding and saved as an individual image. This ensures vehicles are prominent in the frame and eliminates the scale mismatch problem common when mixing dashcam ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 13,500
β β¬οΈ Downloads: 34
π§ Top Notebooks:
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
Key feature: Vehicle classes (person, car, truck, bus, motorcycle) are extracted using ROI cropping β each vehicle bbox is cropped with 30% padding and saved as an individual image. This ensures vehicles are prominent in the frame and eliminates the scale mismatch problem common when mixing dashcam ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 13,500
β β¬οΈ Downloads: 34
π§ Top Notebooks:
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
πΉ alexkhr/traffic-violation-det-yolo26-map50-all-0-893
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π E-Commerce Sales Performance Analysis
βΉοΈ About Dataset:
This file represents historical sales data of an e-commerce company. It was collected to help management understand sales performance, customer purchasing behavior, and regional trends. The data provides information about different products, categories, regions, quantities sold, sales revenue, and p...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 587
π§ Top Notebooks:
πΉ sametkrcan/e-commerce-sales-eda-regressoin-clustering
πΉ sidramazam/sales-dataset-analysis-project
πΉ sumitchavhan7/e-commerce-sales-performance-analysis
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This file represents historical sales data of an e-commerce company. It was collected to help management understand sales performance, customer purchasing behavior, and regional trends. The data provides information about different products, categories, regions, quantities sold, sales revenue, and p...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 587
π§ Top Notebooks:
πΉ sametkrcan/e-commerce-sales-eda-regressoin-clustering
πΉ sidramazam/sales-dataset-analysis-project
πΉ sumitchavhan7/e-commerce-sales-performance-analysis
βββββββββββββββββ
π€ Powered by @datasets1
β€2
π Mercedes Global Car Sales 2020-2025
βΉοΈ About Dataset:
This dataset simulates realistic Mercedes-Benz passenger car sales from 2020 to 2025. It contains approximately 1.8 million rows, where each row represents one individual car sold (Sales Volume = 1 per row). Synthetic Mercedes-Benz global car sales 2020β2025 (~1.8M rows) with models, year, color, fu...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 121
π§ Top Notebooks:
πΉ dhrubangtalukdar/mercedes-benz-2020-2025-sales-trends
πΉ iqranouman/mercedes-benz-sales-intelligence
πΉ mdnahidulislam2005/mercedes-sales-analysis-and-prediction
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset simulates realistic Mercedes-Benz passenger car sales from 2020 to 2025. It contains approximately 1.8 million rows, where each row represents one individual car sold (Sales Volume = 1 per row). Synthetic Mercedes-Benz global car sales 2020β2025 (~1.8M rows) with models, year, color, fu...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 121
π§ Top Notebooks:
πΉ dhrubangtalukdar/mercedes-benz-2020-2025-sales-trends
πΉ iqranouman/mercedes-benz-sales-intelligence
πΉ mdnahidulislam2005/mercedes-sales-analysis-and-prediction
βββββββββββββββββ
π€ Powered by @datasets1
β€3
π Chest XβRay Pneumonia β Balanced Dataset
βΉοΈ About Dataset:
8,530 frontal chest Xβrays (NORMAL vs PNEUMONIA) β preprocessed, balanced, ready for classification experiments
π Statistics:
β πΎ Size: Size not specified
β π Files: 15
β β¬οΈ Downloads: 167
π§ Top Notebooks:
πΉ miadul/image-classification-projects
πΉ mikedelong/f1-0-9925-with-logistic-regression
πΉ yusufmurtaza01/benchmarking-efficientnet
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
8,530 frontal chest Xβrays (NORMAL vs PNEUMONIA) β preprocessed, balanced, ready for classification experiments
π Statistics:
β πΎ Size: Size not specified
β π Files: 15
β β¬οΈ Downloads: 167
π§ Top Notebooks:
πΉ miadul/image-classification-projects
πΉ mikedelong/f1-0-9925-with-logistic-regression
πΉ yusufmurtaza01/benchmarking-efficientnet
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π US Stock Market Dataset
βΉοΈ About Dataset:
This dataset contains 184,138 daily stock market records for 120 leading US publicly traded companies, spanning 9 major economic sectors. Each record represents one trading day per company and includes essential OHLCV (Open, High, Low, Close, Adjusted Close, Volume) features used extensively in fina...
π Statistics:
β πΎ Size: 139 MB Β· 10.5K downloads
β π Files: 1
β β¬οΈ Downloads: 45
π§ Top Notebooks:
πΉ codigomargarita/ejemplo-4-ml-no-supervisado
πΉ hosseinbadrnezhad/us-stock-market-historical-ohlcv-dataset-etl-eda-v
πΉ mahmoudredagamail/us-stock-market-dataset
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset contains 184,138 daily stock market records for 120 leading US publicly traded companies, spanning 9 major economic sectors. Each record represents one trading day per company and includes essential OHLCV (Open, High, Low, Close, Adjusted Close, Volume) features used extensively in fina...
π Statistics:
β πΎ Size: 139 MB Β· 10.5K downloads
β π Files: 1
β β¬οΈ Downloads: 45
π§ Top Notebooks:
πΉ codigomargarita/ejemplo-4-ml-no-supervisado
πΉ hosseinbadrnezhad/us-stock-market-historical-ohlcv-dataset-etl-eda-v
πΉ mahmoudredagamail/us-stock-market-dataset
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π Retail Store Sales
βΉοΈ About Dataset:
This dataset offers a comprehensive view of retail store sales, capturing the details of 5,001 transactions over a specified period. It is designed to facilitate the analysis of customer shopping behaviors, product performance across various categories, and the effectiveness of sales strategies such...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 948
π§ Top Notebooks:
πΉ lukhilaksh/store-sales-64-beats
πΉ sametkrcan/store-sales-eda-clustering
πΉ hassanjameelahmed/retail-sales-insights-trends-buyer-analysis
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset offers a comprehensive view of retail store sales, capturing the details of 5,001 transactions over a specified period. It is designed to facilitate the analysis of customer shopping behaviors, product performance across various categories, and the effectiveness of sales strategies such...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 948
π§ Top Notebooks:
πΉ lukhilaksh/store-sales-64-beats
πΉ sametkrcan/store-sales-eda-clustering
πΉ hassanjameelahmed/retail-sales-insights-trends-buyer-analysis
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π Animal Crossing New Horizons Catalog
βΉοΈ About Dataset:
ACNH is a life simulation game released by Nintendo for Nintendo Switch on March 20, 2020. It is the fifth main series title in the Animal Crossing series and, with 5 million digital copies sold, has broken the record for Switch title with most digital units sold in a single month. In New Horizons, ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 30
β β¬οΈ Downloads: 319
π§ Top Notebooks:
πΉ jessemostipak/animal-crossing-villager-analysis
πΉ themlphdstudent/cheat-sheet-seaborn-charts
πΉ kerneler/starter-animal-crossing-new-horizons-1dd94d5e-b
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
ACNH is a life simulation game released by Nintendo for Nintendo Switch on March 20, 2020. It is the fifth main series title in the Animal Crossing series and, with 5 million digital copies sold, has broken the record for Switch title with most digital units sold in a single month. In New Horizons, ...
π Statistics:
β πΎ Size: Size not specified
β π Files: 30
β β¬οΈ Downloads: 319
π§ Top Notebooks:
πΉ jessemostipak/animal-crossing-villager-analysis
πΉ themlphdstudent/cheat-sheet-seaborn-charts
πΉ kerneler/starter-animal-crossing-new-horizons-1dd94d5e-b
βββββββββββββββββ
π€ Powered by @datasets1
β€1
π Indian Traffic E-Challan Daily Dataset (2015β2026)
βΉοΈ About Dataset:
This dataset provides a daily granularity of traffic challan (fine) issuance and collection across India. The data is sourced from the Parivahan E-Challan system, which is the centralized digital traffic enforcement solution used by the Government of India. It captures the volume of traffic violatio...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 682
π§ Top Notebooks:
πΉ sonalshinde123/indian-traffic-challan-trend-analysis
πΉ hrishikeshyadav/time-oriented-detailed-viz-indian-traffic-challan
πΉ lalit7881/e-challan-india-r-0-9961
βββββββββββββββββ
π€ Powered by @datasets1
βΉοΈ About Dataset:
This dataset provides a daily granularity of traffic challan (fine) issuance and collection across India. The data is sourced from the Parivahan E-Challan system, which is the centralized digital traffic enforcement solution used by the Government of India. It captures the volume of traffic violatio...
π Statistics:
β πΎ Size: Size not specified
β π Files: 1
β β¬οΈ Downloads: 682
π§ Top Notebooks:
πΉ sonalshinde123/indian-traffic-challan-trend-analysis
πΉ hrishikeshyadav/time-oriented-detailed-viz-indian-traffic-challan
πΉ lalit7881/e-challan-india-r-0-9961
βββββββββββββββββ
π€ Powered by @datasets1
π Master Data Science & Programming!
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π° Machine Learning with Python
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π Machine Learning
Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.
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This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA β perfect for learning, coding, and mastering key programming skills.
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PhD Students - Do you need datasets for your research?
Here are 30 datasets for research from NexData.
Use discount code for 20% off: G5W924C3ZI
1. Korean Exam Question Dataset for AI Training
https://lnkd.in/d_paSwt7
2. Multilingual Grammar Correction Dataset
https://lnkd.in/dV43iqTp
3. High quality video caption dataset
https://lnkd.in/dY9kxkhx
4. 3D models and scenes datasets for AI and simulation
https://lnkd.in/dT-zscH4
5. Image editing datasets β object removal, addition & modification
https://lnkd.in/dd8iCGMS
6. QA dataset β visual & text reasoning
https://lnkd.in/dc3TNWFD
7. English instruction tuning dataset
https://lnkd.in/dTeTgd2M
8. Large scale vision language dataset for AI training
https://lnkd.in/dBJuxazN
9. News dataset
https://lnkd.in/dYBJe5gd
10. Global building photos dataset
https://lnkd.in/dVJsDXnC
11. Facial landmarks dataset
https://lnkd.in/dz_KGCS4
12. 3D Human Pose & Landmarks dataset
https://lnkd.in/dXE9ir8Z
13. 3D Hand Pose & Gesture Recognition dataset
https://lnkd.in/d_QdGGb9
14. 14. Driver monitoring dataset β dangerous, fatigue
https://lnkd.in/d6kF-9PW
15. Japanese handwriting OCR dataset
https://lnkd.in/dHnriqrH
16. American English Male voice TTS dataset
https://lnkd.in/dqyvg862
17. Riddles and brain teasers dataset
https://lnkd.in/dKBHY3DE
18. Chinese test questions text
https://lnkd.in/dQpUd8xC
19. Chinese medical question answering data
https://lnkd.in/dsbWUCpz
20. Multi-round interpersonal dialogues text data
https://lnkd.in/dQiUq_Jg
21. Human activity recognition dataset
https://lnkd.in/dHM52MfV
22. Facial expression recognition dataset
https://lnkd.in/dqQAfMau
23. Urban surveillance dataset
https://lnkd.in/dc2RCnTk
24. Human body segmentation dataset
https://lnkd.in/d6sSrDxS
25. Fashion segmentation β clothing & accessories
https://lnkd.in/dptNUTz8
26. Fight video dataset β action recognition
https://lnkd.in/dnY_m5hZ
27. Gesture recognition dataset
https://lnkd.in/dFVPivYg
28. Facial skin defects dataset
https://lnkd.in/dKCbUvU6
29. Smoke detection and behaviour recognition dataset
https://lnkd.in/ddGg56R4
30. Weight loss transformation video dataset
https://lnkd.in/dqqT4ed9
https://t.me/CodeProgrammerπΎ
Here are 30 datasets for research from NexData.
Use discount code for 20% off: G5W924C3ZI
1. Korean Exam Question Dataset for AI Training
https://lnkd.in/d_paSwt7
2. Multilingual Grammar Correction Dataset
https://lnkd.in/dV43iqTp
3. High quality video caption dataset
https://lnkd.in/dY9kxkhx
4. 3D models and scenes datasets for AI and simulation
https://lnkd.in/dT-zscH4
5. Image editing datasets β object removal, addition & modification
https://lnkd.in/dd8iCGMS
6. QA dataset β visual & text reasoning
https://lnkd.in/dc3TNWFD
7. English instruction tuning dataset
https://lnkd.in/dTeTgd2M
8. Large scale vision language dataset for AI training
https://lnkd.in/dBJuxazN
9. News dataset
https://lnkd.in/dYBJe5gd
10. Global building photos dataset
https://lnkd.in/dVJsDXnC
11. Facial landmarks dataset
https://lnkd.in/dz_KGCS4
12. 3D Human Pose & Landmarks dataset
https://lnkd.in/dXE9ir8Z
13. 3D Hand Pose & Gesture Recognition dataset
https://lnkd.in/d_QdGGb9
14. 14. Driver monitoring dataset β dangerous, fatigue
https://lnkd.in/d6kF-9PW
15. Japanese handwriting OCR dataset
https://lnkd.in/dHnriqrH
16. American English Male voice TTS dataset
https://lnkd.in/dqyvg862
17. Riddles and brain teasers dataset
https://lnkd.in/dKBHY3DE
18. Chinese test questions text
https://lnkd.in/dQpUd8xC
19. Chinese medical question answering data
https://lnkd.in/dsbWUCpz
20. Multi-round interpersonal dialogues text data
https://lnkd.in/dQiUq_Jg
21. Human activity recognition dataset
https://lnkd.in/dHM52MfV
22. Facial expression recognition dataset
https://lnkd.in/dqQAfMau
23. Urban surveillance dataset
https://lnkd.in/dc2RCnTk
24. Human body segmentation dataset
https://lnkd.in/d6sSrDxS
25. Fashion segmentation β clothing & accessories
https://lnkd.in/dptNUTz8
26. Fight video dataset β action recognition
https://lnkd.in/dnY_m5hZ
27. Gesture recognition dataset
https://lnkd.in/dFVPivYg
28. Facial skin defects dataset
https://lnkd.in/dKCbUvU6
29. Smoke detection and behaviour recognition dataset
https://lnkd.in/ddGg56R4
30. Weight loss transformation video dataset
https://lnkd.in/dqqT4ed9
https://t.me/CodeProgrammer
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β Free Resources :
γ»Free Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS courses: https://bit.ly/4lk4m3c
γ»IT Certs E-book: https://bit.ly/4bdZOqt
γ»IT Exams Skill Test: https://bit.ly/4sDvi0b
γ»Free AI material and support tools: https://bit.ly/46TpsQ8
γ»Free Cloud Study Guide: https://bit.ly/4lk3dIS
π Become Part of Our IT Learning Circle! resources and support:
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π¬ Want exam help? Chat with an admin now!
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π± TorchCode β a PyTorch training tool for preparing for ML interviews
40 tasks for implementing operators and architectures that are actually asked in interviews. Automatic checking, hints, and reference solutions β all in the browser without installation.
If you're preparing for an ML interview, it's useful to go through at least half of them.
Link: https://github.com/duoan/TorchCode
tags: #useful #pytorch
https://t.me/CodeProgrammerβ
40 tasks for implementing operators and architectures that are actually asked in interviews. Automatic checking, hints, and reference solutions β all in the browser without installation.
If you're preparing for an ML interview, it's useful to go through at least half of them.
Link: https://github.com/duoan/TorchCode
tags: #useful #pytorch
https://t.me/CodeProgrammer
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