diff --git a/docs/about-me/achievements-activities-awards.md b/docs/about-me/achievements-activities-awards.md index 994085fb381..80feb1bb50b 100755 --- a/docs/about-me/achievements-activities-awards.md +++ b/docs/about-me/achievements-activities-awards.md @@ -30,6 +30,8 @@ I was responsible of creating a product and infrastructure around it to help sav [UnsaidTalks on LinkedIn: #unsaidtalks #mentorshipprogram #techcareers #careerguidance…](https://www.linkedin.com/posts/unsaidtalks_unsaidtalks-mentorshipprogram-techcareers-activity-7232001433175216129-Eff-?utm_source=share&utm_medium=member_desktop) +[Deepak Sood on LinkedIn: #mentorship #techcareers #generativeai #dataengineering…](https://www.linkedin.com/posts/deepaksood619_unsaidtalks-mentorshipprogram-techcareers-activity-7239180561490026496-VlRf?utm_source=share&utm_medium=member_desktop) + [High-Level Overview of CS Domains](https://docs.google.com/spreadsheets/d/1Ojy0rC60r5FrBOpmwkwXdL_F8lKUieDpWu_SGWE-rx8/edit?usp=sharing) ### GenAI Hands-on Workshop 'From Zero to Hero: Mastering GenAI in a Flash' - SRM-IST (2 September 2024) @@ -40,6 +42,8 @@ Slides - [From Zero to Hero: Mastering GenAI in a Flash](https://docs.google.com - Hands-On Learning: Dive into practical exercises. - Hackathon: Test your skills in a live challenge. +"From Zero to Hero: Mastering GenAI in a Flash" is your one-stop session to dive deep into the world of Generative AI. We'll start by exploring **what GenAI is**, the **problems it solves**, and **where it all began**—taking you through its evolution. Then, we’ll glimpse into the **future of GenAI** and what’s on the horizon. In the technical deep dive, we’ll cover **prompt engineering**, the power of **LLMs (Large Language Models)**, the magic of **embeddings**, and how to supercharge your AI with **RAGs (Retrieval-Augmented Generation)**. It’s everything you need to go from zero to hero in GenAI! + ![From Zero to Hero: Mastering GenAI in a Flash](../media/Pasted%20image%2020240831144403.png) [Deepak Sood on LinkedIn: #genai #aiworkshop #futuretalent #innovation #hackathon #srmist…](https://www.linkedin.com/posts/deepaksood619_genai-aiworkshop-futuretalent-activity-7237536731544051712-QH0m) diff --git a/docs/about-me/ideas/startup-ideas-physical.md b/docs/about-me/ideas/startup-ideas-physical.md index 320b3142a62..55edb080964 100755 --- a/docs/about-me/ideas/startup-ideas-physical.md +++ b/docs/about-me/ideas/startup-ideas-physical.md @@ -185,6 +185,8 @@ Airline can be transporter of fuels if passenger occupancy is lower, i.e. based [New data shows Waymo crashes a lot less than human drivers](https://www.understandingai.org/p/new-data-shows-waymo-crashes-a-lot) +[Safety Impact](https://waymo.com/safety/impact/) + ## Others - Beekeeping diff --git a/docs/about-me/projects/47-genai-case-study-careers360.md b/docs/about-me/projects/47-genai-case-study-careers360.md new file mode 100644 index 00000000000..6224717964b --- /dev/null +++ b/docs/about-me/projects/47-genai-case-study-careers360.md @@ -0,0 +1,46 @@ +# GenAI Case Study - Careers360 + +Case Study: Enhancing Productivity at Careers360 with GenAI and Amazon Bedrock + +## Client Overview + +Careers360 is a prominent educational platform offering insights, reviews, and guidance to millions of students and professionals across India. The platform relies heavily on content creation, research, and updates to maintain its relevance in the rapidly changing educational landscape. + +## Challenge + +Careers360’s content team faced significant challenges in conducting extensive research for various articles, reviews, and guides. With a large repository of internal documents, public blogs, and an ever-increasing volume of content, the team often found themselves overwhelmed, spending hours manually searching through documents to gather information. + +## Solution by Opstree + +To address this challenge, Opstree leveraged **Amazon Bedrock** to implement a **Retrieval-Augmented Generation (RAG)** model. The core idea was to streamline the research process for Careers360’s content creators by building an advanced AI-driven knowledgebase capable of retrieving accurate and targeted information in real-time. + +## Steps Involved + +### 1. Knowledge Base Creation + +- All internal documents, including public blogs and internal guides, were collated to form the foundation of the knowledge base. +- A real-time update mechanism was implemented to ensure the knowledgebase was always current with the latest information. + +### 2. Integration with GenAI + +- Using Amazon Bedrock, a GenAI model was built on top of the knowledgebase. +- The RAG model enabled content creators to perform targeted research by querying the AI tool, which would retrieve specific, relevant information from the knowledgebase, vastly improving response time. + +### 3. Customized for Careers360 + +- The model was fine-tuned to understand Careers360’s tone, style, and specific needs, making it more relevant for their content creation process. +- The system provided curated information that met the nuanced requirements of the content team, ensuring higher accuracy and relevance. + +## Results + +- **Increased Productivity:** The content team at Careers360 saw a dramatic reduction in research time. Tasks that previously took hours could now be completed in minutes, resulting in a **300% increase in productivity**. +- **Efficient Knowledge Management:** By keeping the knowledge base updated in real-time, Careers360's team always had access to the most current information, eliminating the risk of outdated content. +- **Streamlined Research Process:** The GenAI tool offered highly targeted results, saving the content creators time and effort in sifting through large volumes of information. + +## Impact + +Opstree’s solution empowered Careers360’s content team to focus on higher-level content creation, free from the burden of manual research. The implementation of the RAG model not only boosted productivity but also improved content quality, as the team could now base their articles and reports on more precise, up-to-date information. + +## Conclusion + +With Opstree’s GenAI-driven solution using Amazon Bedrock, Careers360 was able to transform its content operations, achieving greater efficiency and saving significant research time for its large team of content creators. diff --git a/docs/about-me/projects/48-rag-genai-presentation.md b/docs/about-me/projects/48-rag-genai-presentation.md index 9cd6d4fd604..2c8bd949aca 100644 --- a/docs/about-me/projects/48-rag-genai-presentation.md +++ b/docs/about-me/projects/48-rag-genai-presentation.md @@ -6,8 +6,10 @@ TFUG - TensorFlow User Group Ghaziabad Presentation +- [From Zero to Hero: Mastering GenAI in a Flash](https://docs.google.com/presentation/d/1go_DXxBZlhyr1Ap8QIQhXseCFTgKYJ4Obk8dHaJ8ZIk/edit?usp=drive_link) - [Empowering GenAI with RAG](https://docs.google.com/presentation/d/1s8lM_3jm6eF_SbWRSzGjREO3QN7RZcgeUM_zA6TH-J8/edit?usp=drive_link) - [Introduction to GenAI - Hackathon](https://docs.google.com/presentation/d/10WUAGO62mXRem3CoK-fI2V9fOIFy__TbbD05fzVcs_w/edit?usp=sharing) +- [GenAI for Freshers](https://docs.google.com/presentation/d/1UdfCWT-YHMX0hhTO3DuwqdBLMvGT3a3KLyT9ldIkOpQ/edit?usp=drive_link) ## Speaker diff --git a/docs/about-me/projects/71-opstree-standard-proposal-format.md b/docs/about-me/projects/71-opstree-standard-proposal-format.md index 70e642b3a99..793c0c7e63d 100644 --- a/docs/about-me/projects/71-opstree-standard-proposal-format.md +++ b/docs/about-me/projects/71-opstree-standard-proposal-format.md @@ -81,4 +81,4 @@ TOC ## Links - [Technical Proposal Template - PandaDoc](https://www.pandadoc.com/technical-proposal-template/) -- [Free IT Development Proposal Templates | Revv](https://www.revv.so/templates/t/it-development-proposal) \ No newline at end of file +- [Free IT Development Proposal Templates | Revv](https://www.revv.so/templates/t/it-development-proposal) diff --git a/docs/about-me/projects/readme.md b/docs/about-me/projects/readme.md index 6e9e87a73e9..71be85f2544 100644 --- a/docs/about-me/projects/readme.md +++ b/docs/about-me/projects/readme.md @@ -16,21 +16,25 @@ #### Account Management / Sales - [Data Engineering Product Pitch IoT Industry](about-me/projects/59-data-engineering-product-pitch-iot-industry.md) -- [Data Engineering Case Studies](about-me/projects/60-data-engineering-case-studies.md) -- [General Application Management Case Study](about-me/projects/61-general-application-management-case-study.md) -- [Application Management Case Study - Telecom](about-me/projects/62-application-management-case-study-telecom.md) - [MLOps Master Document](about-me/projects/63-mlops-master-document.md) -- [MLOps Case Studies](about-me/projects/64-mlops-case-studies.md) - [Problems in IoT Industry](about-me/projects/65-problems-in-iot-industry.md) - [IoT Case Studies](about-me/projects/66-iot-case-studies.md) - [Data Engineering - Battle Cards](about-me/projects/67-data-engineering-battle-cards.md) - [Pull Request Risk Tagging Heuristics](about-me/projects/52-pull-request-risk-tagging-heuristics.md) -- [Case Study: Anomaly Detection in Metric Data using Isolation Forest](about-me/projects/51-case-study-anomaly-detection.md) - [Use Cases: AIML in Logistics and Warehousing](about-me/projects/50-use-cases-aiml-logistics-warehousing.md) - [Data Practical Use Cases](about-me/projects/49-data-practical-use-cases.md) - [RAG Presentation](about-me/projects/48-rag-genai-presentation.md) - [Opstree Standard Proposal Format](about-me/projects/71-opstree-standard-proposal-format.md) +#### Case Studies + +- [Data Engineering Case Studies](about-me/projects/60-data-engineering-case-studies.md) +- [General Application Management Case Study](about-me/projects/61-general-application-management-case-study.md) +- [Application Management Case Study - Telecom](about-me/projects/62-application-management-case-study-telecom.md) +- [MLOps Case Studies](about-me/projects/64-mlops-case-studies.md) +- [Case Study: Anomaly Detection in Metric Data using Isolation Forest](about-me/projects/51-case-study-anomaly-detection.md) +- [GenAI Case Study - Careers360](about-me/projects/47-genai-case-study-careers360.md) + ### Bake.io [Bake.io Data Engineering](about-me/projects/75-bake-io-data-engineering.md) (Mar'23 - Nov'23) diff --git a/docs/ai/libraries/ml-libraries.md b/docs/ai/libraries/ml-libraries.md index 0aac3725be7..d1cb14e0e2a 100755 --- a/docs/ai/libraries/ml-libraries.md +++ b/docs/ai/libraries/ml-libraries.md @@ -126,7 +126,7 @@ https://wordsandbuttons.online/sympy_makes_math_fun_again.html NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. -## Features +### Features - Data structures for graphs, digraphs, and multigraphs - Many standard graph algorithms @@ -135,7 +135,7 @@ NetworkX is a Python package for the creation, manipulation, and study of the st - Nodes can be "anything" (e.g., text, images, XML records) - Edges can hold arbitrary data (e.g., weights, time-series) -## Other tools +### Other tools - igraph - SNAP @@ -248,3 +248,7 @@ Jinaallows you to build search-as-a-service powered by deep learning in just min https://jina.ai https://github.com/jina-ai/jina + +## Others + +- [GitHub - h2oai/h2o-3: H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.](https://github.com/h2oai/h2o-3) diff --git a/docs/ai/llm/code-generators.md b/docs/ai/llm/code-generators.md new file mode 100644 index 00000000000..e8a2c438719 --- /dev/null +++ b/docs/ai/llm/code-generators.md @@ -0,0 +1,39 @@ +# Code Generators + +## Github Copilot + +### Commands + +- `@workspace` +- `/doc` +- `/explain` +- `/fix` +- `/generate` +- `/optimize` +- `/tests` + +### Links + +- [Get to know GitHub Copilot in VS Code and be productive IMMEDIATELY - YouTube](https://www.youtube.com/watch?v=jXp5D5ZnxGM&ab_channel=VisualStudioCode) +- [Essential AI prompts for developers - YouTube](https://www.youtube.com/watch?v=H3M95i4iS5c&ab_channel=VisualStudioCode) +- [Copilot Best Practices (What Not To Do) - YouTube](https://www.youtube.com/watch?v=2q0BoioYSxQ&ab_channel=VisualStudioCode) + - Ghost Text + - Inline Chat + - Chat Panel + - Comments +- [Tips & Tricks for GitHub Copilot Chat in Visual Studio - Visual Studio (Windows) | Microsoft Learn](https://learn.microsoft.com/en-us/visualstudio/ide/copilot-chat-context) + +## Others + +- Tabnine +- [Amazon Q Developer](https://aws.amazon.com/q/developer/) +- [AI Code Reviews | CodeRabbit | Try for Free](https://coderabbit.ai/) +- [AI Code Generation | Google Cloud](https://cloud.google.com/use-cases/ai-code-generation?hl=en) +- [Galileo AI · Copilot for interface design](https://www.usegalileo.ai/) + +## Links + +- [15 Best AI Coding Assistant Tools in 2024 | CodiumAI](https://www.codium.ai/blog/best-ai-coding-assistant-tools/) +- [Aider LLM Leaderboards | aider](https://aider.chat/docs/leaderboards/) +- [BigCodeBench: The Next Generation of HumanEval](https://huggingface.co/blog/leaderboard-bigcodebench) +- [BigCodeBench Leaderboard](https://bigcode-bench.github.io/) diff --git a/docs/ai/llm/llm-building.md b/docs/ai/llm/llm-building.md index 9a2bc9c7609..cf09a4dd7d6 100644 --- a/docs/ai/llm/llm-building.md +++ b/docs/ai/llm/llm-building.md @@ -196,3 +196,4 @@ An LLM Agent is a software entity capable of reasoning and autonomously executin - [GitHub - naklecha/llama3-from-scratch: llama3 implementation one matrix multiplication at a time](https://github.com/naklecha/llama3-from-scratch) - [What We’ve Learned From A Year of Building with LLMs – Applied LLMs](https://applied-llms.org/) - [Let's reproduce GPT-2 (124M) - YouTube](https://www.youtube.com/watch?v=l8pRSuU81PU) +- [Scaling and Reliability Challenges of LLama3](https://mlops.substack.com/p/scaling-and-reliability-challenges) diff --git a/docs/ai/llm/readme.md b/docs/ai/llm/readme.md index 5f062cf8d08..ef55b277ffd 100644 --- a/docs/ai/llm/readme.md +++ b/docs/ai/llm/readme.md @@ -12,5 +12,6 @@ - [Interview Questions](ai/llm/interview-questions.md) - [Libraries](ai/llm/libraries.md) - [Tools](ai/llm/tools.md) +- [Code Generators](ai/llm/code-generators.md) - [LLM FinTech Use Cases](ai/llm/fintech-use-cases.md) - [RAG Hackathon Questions](ai/llm/rag-hackathon-questions.md) diff --git a/docs/ai/llm/tools.md b/docs/ai/llm/tools.md index 8d124fa1048..0b66a37ed2f 100644 --- a/docs/ai/llm/tools.md +++ b/docs/ai/llm/tools.md @@ -13,7 +13,6 @@ - [It’s Time to Pay Attention to A.I. (ChatGPT and Beyond)](https://www.youtube.com/watch?v=0uQqMxXoNVs) - https://en.wikipedia.org/wiki/GPT-3 - https://www.gwern.net/GPT-3 -- [Galileo AI · Copilot for interface design](https://www.usegalileo.ai/) - [How Does ChatGPT Work - YouTube](https://www.youtube.com/watch?v=WlbPnZ_SOX4) - [ChatGPT - Explained! - YouTube](https://www.youtube.com/watch?v=NpmnWgQgcsA) - [Voice control for ChatGPT | Chrome Web Store - Extensions](https://chrome.google.com/webstore/detail/voice-control-for-chatgpt/eollffkcakegifhacjnlnegohfdlidhn) diff --git a/docs/book-summaries/others.md b/docs/book-summaries/others.md index c96f9180245..1ede030b54a 100755 --- a/docs/book-summaries/others.md +++ b/docs/book-summaries/others.md @@ -21,6 +21,7 @@ - [SUPERCOMMUNICATORS by Charles Duhigg | Core Message - YouTube](https://www.youtube.com/watch?v=308NQsiDrcE&ab_channel=ProductivityGame) - [SURROUNDED BY IDIOTS by Thomas Erikson | Core Message - YouTube](https://www.youtube.com/watch?v=kkATORyBsug&ab_channel=ProductivityGame) - [THE 6 TYPES OF WORKING GENIUS by Patrick Lencioni | Core Message - YouTube](https://www.youtube.com/watch?v=N4I4hA6u6CM) +- [LEADERSHIP STRATEGY and TACTICS by Jocko Willink | Core Message - YouTube](https://www.youtube.com/watch?v=ol6UYlOPWWo&ab_channel=ProductivityGame) ### [Learn to lead: THE 21 IRREFUTABLE LAWS OF LEADERSHIP by John Maxwell | Core Message - YouTube](https://www.youtube.com/watch?v=QQhdiktL99w) diff --git a/docs/cloud/aws/security-identity-compliance/tools.md b/docs/cloud/aws/security-identity-compliance/tools.md index c54e115c905..6fdb52180cf 100644 --- a/docs/cloud/aws/security-identity-compliance/tools.md +++ b/docs/cloud/aws/security-identity-compliance/tools.md @@ -137,3 +137,4 @@ Gitleaks is a SAST tool for **detecting** and **preventing** hardcoded secre - [SOC 2, HIPAA, ISO 27001, PCI, and GDPR Compliance](https://www.vanta.com/) - [Home - Sprinto - Continuous Security & Compliance Platform - Sprinto](https://sprinto.com/) - [Scrut Automation - Simplified continuous compliance automation](https://www.scrut.io/) +- [Falco](https://falco.org/) diff --git a/docs/computer-science/links.md b/docs/computer-science/links.md index b35c2cc68e5..fcd6d6f79e8 100644 --- a/docs/computer-science/links.md +++ b/docs/computer-science/links.md @@ -995,5 +995,53 @@ 991. [Unleash creative potential with Amazon Titan Image Generator v2 in Bedrock](https://www.youtube.com/live/T0yh1XNWpZY) 992. [Bottom-up Architecture: Bridging the Architecture-Code Gap • Oliver Drot...](https://youtu.be/LkVIpwHcknE) 993. [NVIDIA’s New AI: Game Changer!](https://youtu.be/nimVwisDAAg) +994. [MERN Stack Tutorial with Deployment – Beginner's Course](https://youtu.be/O3BUHwfHf84) +995. [AI Assistance Beyond Code: What Do We Need to Make it Work? • Birgitta B...](https://youtu.be/8jwiABwGC6c) +996. [How do I check my AWS account for active resources that I no longer need?](https://youtu.be/SM4kX67b34g) +997. [Why do I get the “The AWS Access Key Id you provided does not exist in o...](https://youtu.be/TbelGwvkBz0) +998. [Container Observability with AWS | AWS Events](https://youtu.be/xPS7f6LwaRw) +999. [Harnessing AI to Clean up Beaches from Plastic Pellets • Signe Simonsen ...](https://youtu.be/0b9paGZWvRg) +1000. [AWS Summit New York 2024 - Bayer Crop Science | AWS Events](https://youtu.be/rg66LUIJG0E) +1001. [Eight Weeks, Two Developers, One Production AI Conference Assistant](https://youtu.be/ZLK9niQa3oM) +1002. [Revolutionizing Developer Onboarding with Amazon Q Developer](https://youtu.be/9MBACMM0xEI) +1003. [Paying for software is stupid… 10 free and open-source SaaS replacements](https://youtu.be/e5dhaQm_J6U) +1004. [Optimizing Organizational Flow with Wardley Mapping & DDD • Susanne Kais...](https://youtu.be/Gs1zUKrFCoY) +1005. [AWS Security Hub central configuration | Amazon Web Services](https://youtu.be/125GXLxQl_8) +1006. [Streamline DevOps with Amazon Q](https://youtu.be/AEqxnGrFYdo) +1007. [Multimodal Data Analysis with LLMs and Python – Tutorial](https://youtu.be/3-4qAkFRpAk) +1008. [genAI vs ChatGPT vs LLMs - Buzzwords Explained!](https://youtu.be/l6QnODM66a0) +1009. 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[Front-end web development is changing, quickly](https://youtu.be/TBIjgBVFjVI) +1029. [Back to Basics: Mitigating Bad Bot Traffic at the AWS Edge](https://youtu.be/wvFTZPTXrp8) +1030. [DeepMind AlphaProteo AI: A Gift To Humanity! 🧬](https://youtu.be/lI3EoCjWC2E) +1031. [I Taught an AI Companion in Minecraft to Play Hide & Seek](https://youtu.be/0j8KvIfk3es) +1032. [Running out of TCP source ports](https://youtu.be/dbcfD5AZrHc) +1033. [How do I reset the admin user password for my Amazon RDS DB instance?](https://youtu.be/49yUB6m7bQA) +1034. [DeepMind’s New AI Looked At 100,000,000 Examples!](https://youtu.be/QJtNQNgGLdM) +1035. [How do I delete a Network Load Balancer that's currently associated with...](https://youtu.be/kTNTDsLCWfg) +1036. [How do I troubleshoot an HTTP 500 or 503 error from Amazon S3?](https://youtu.be/6lPhGEM8ccw) +1037. [Certificate-Based Authentication for Amazon WorkSpaces | Amazon Web Serv...](https://youtu.be/6z-fyRyxxoc) +1038. [CI/CD beyond YAML: The Evolution Towards Pipelines-as-Code](https://youtu.be/XmPeEomIPuU) +1039. [The Home Computer That Roared: How the BBC Micro Shaped Our World](https://youtu.be/2b8u41yrhd8) +1040. [Can I Rank #1 On Google With $50 & Zero Star Fiverr Freelancers?](https://youtu.be/xDxNZPBTaVg) +1041. [The Best Programmer I Know • Daniel Terhorst-North • GOTO 2024](https://youtu.be/tgaKAF_eiOg) ## End diff --git a/docs/courses/microsoft-excel-google-sheets.md b/docs/courses/microsoft-excel-google-sheets.md index 24886c55540..45715d09a52 100755 --- a/docs/courses/microsoft-excel-google-sheets.md +++ b/docs/courses/microsoft-excel-google-sheets.md @@ -90,6 +90,7 @@ Rows - 1,048,576- Text to column - IF - SUMIF, SUMIFS, COUNTIF, COUNTIFS + - `countif(AS3:AS25, "<>0")` # count if not zero - `FILTER(I:I, ISNA(MATCH(I:I, C:C, 0)))` - filter one column based on other column - `concatenate(A1:A5)` - =GOOGLEFINANCE("GOOGL") diff --git a/docs/databases/nosql-databases/comparisions.md b/docs/databases/nosql-databases/comparisions.md index 77ff0be7056..01535b0adde 100644 --- a/docs/databases/nosql-databases/comparisions.md +++ b/docs/databases/nosql-databases/comparisions.md @@ -77,6 +77,52 @@ Choosing between Snowflake and Databricks is like deciding between a swiss army [Databricks vs. Snowflake | Databricks](https://www.databricks.com/databricks-vs-snowflake) +## Postgres vs MySQL + +### Why Postgres + +- Window Functions, CTE, better for analytics and analytical queries +- More indexing options +- More data types +- Better performance +- Extensions and plugins + +### Difference + +| **Criteria** | **PostgreSQL** | **MySQL** | +| ------------------------------------ | -------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------- | +| **Data Integrity & ACID Compliance** | Strict ACID compliance with advanced constraints, triggers, and foreign keys | ACID-compliant (with InnoDB), but historically more lenient with data integrity | +| **SQL Compliance** | Highly SQL-compliant with support for complex queries and advanced features | Less SQL-compliant but simpler for basic use cases | +| **Performance** | Optimized for complex, read-heavy queries and large datasets | Faster for simple read-heavy operations and small-to-medium-sized applications | +| **Extensibility** | Highly extensible (custom data types, functions, extensions) | Limited extensibility but supports plugins | +| **Data Types** | Offers a wider range of data types, including JSON, XML, and arrays. | Provides a more limited set of data types. | +| **Indexing** | Supports various indexing techniques, including B-tree, hash, GiST, and GIN. | Primarily supports B-tree indexing. | +| **Replication & Clustering** | Supports asynchronous and synchronous replication, and logical replication | Mature replication options (master-slave, master-master, Galera Cluster) | +| **Community & Ecosystem** | Strong community, wide adoption in enterprise environments, cloud-managed services (e.g., AWS RDS) | Large community, supported by MySQL Enterprise and popular forks like MariaDB | +| **Security** | Advanced access control, including row-level security and fine-grained permissions | Secure but lacks advanced access control features like PostgreSQL | +| **Use Cases** | Best for data analytics, complex queries, enterprise-level applications | Ideal for high-speed web applications, e-commerce, and SaaS solutions | +| **JSON and Document Storage** | Excellent JSON and JSONB support for hybrid NoSQL and relational capabilities | Supports JSON since version 5.7, but less performant than PostgreSQL’s JSONB | +| **Licensing** | PostgreSQL License (permissive and liberal) | GPL License (may require specific licensing for commercial use) | + +### SQL Compliance + +- **PostgreSQL**: Highly **SQL-compliant**, often called "the most SQL-compliant" open-source database. It supports advanced features like **window functions, common table expressions (CTEs)**, and complex queries. +- **MySQL**: Less SQL-compliant. It is easier to work with for simple use cases but might lack advanced SQL features that PostgreSQL offers. + +### Performance + +- **PostgreSQL**: Optimized for complex read-heavy and analytical queries. It handles large volumes of data and complex operations better due to its support for advanced indexing methods and sophisticated query optimization. +- **MySQL**: Typically faster for **simple read-heavy operations** and **small-to-medium-sized applications** with less complex queries. It's often chosen for web applications that require high-speed transactional operations. + +### Links + +- [Postgres vs MySQL. The fundamental difference between the… | by Hussein Nasser | Medium](https://medium.com/@hnasr/postgres-vs-mysql-5fa3c588a94e) +- [What’s the Difference Between MySQL and PostgreSQL?](https://aws.amazon.com/compare/the-difference-between-mysql-vs-postgresql/) +- [Why do you choose MySQL over Postgres? : r/node](https://www.reddit.com/r/node/comments/rv6u8u/why_do_you_choose_mysql_over_postgres/) +- [Round 22 results - TechEmpower Framework Benchmarks](https://www.techempower.com/benchmarks/#hw=ph&test=fortune§ion=data-r22) +- [PostgreSQL vs MySQL - YouTube](https://www.youtube.com/watch?v=btjBNKP49Rk&ab_channel=IBMTechnology) +- [MySQL vs PostgreSQL - YouTube](https://www.youtube.com/watch?v=vAv5lks4gzA&ab_channel=Airbyte) + ## Others ### [Compare real-time analytics databases in 2023: Rockset, Apache Druid, ClickHouse, Pinot | Rockset](https://rockset.com/blog/comparing-rockset-apache-druid-clickhouse-real-time-analytics/) diff --git a/docs/databases/sql-databases/mysql/scaling-optimizations.md b/docs/databases/sql-databases/mysql/scaling-optimizations.md index d6f7f137ca0..afd23cd4885 100755 --- a/docs/databases/sql-databases/mysql/scaling-optimizations.md +++ b/docs/databases/sql-databases/mysql/scaling-optimizations.md @@ -170,3 +170,5 @@ https://dev.mysql.com/doc/refman/8.0/en/data-size.html [Building and deploying MySQL Raft at Meta - Engineering at Meta](https://engineering.fb.com/2023/05/16/data-infrastructure/mysql-raft-meta/) [MySQL High Performance Tuning Guide | Udemy](https://www.udemy.com/course/mysql-high-performance-tuning-guide/?couponCode=IND21PM) + +[How Shopify Manages its Petabyte Scale MySQL Database](https://blog.bytebytego.com/p/how-shopify-manages-its-petabyte) diff --git a/docs/databases/sql-databases/postgres/readme.md b/docs/databases/sql-databases/postgres/readme.md index e3b7f184202..83909838619 100755 --- a/docs/databases/sql-databases/postgres/readme.md +++ b/docs/databases/sql-databases/postgres/readme.md @@ -142,3 +142,4 @@ Youtube - [Breaking PostgreSQL at Scale - Christophe Pettus](https://www.youtube - [Postgres System Columns Explained (ctid, xmin,xmax) - YouTube](https://www.youtube.com/watch?v=AveRgUrC7FM) - [Index Fill Factor | The Backend Engineering Show - YouTube](https://www.youtube.com/watch?v=qXDhMJCuDEc) - [Explaining The Postgres Meme](https://www.avestura.dev/blog/explaining-the-postgres-meme) +- [Postgres just got even faster - YouTube](https://www.youtube.com/watch?v=1KzcJXNSzgE&ab_channel=HusseinNasser) diff --git a/docs/economics/finance-investing/company-analysis.md b/docs/economics/finance-investing/company-analysis.md index 28d1af6d03b..71a3f2ee41b 100644 --- a/docs/economics/finance-investing/company-analysis.md +++ b/docs/economics/finance-investing/company-analysis.md @@ -46,3 +46,5 @@ Zaggle is a fintech company providing innovative solutions for the day-to-day fi ## Sky Gold [GOLD Rush: I'm SKYing a 144% Jump in Profits](https://shankarnath.substack.com/p/skygold) + +## Happiest Minds Technologies Ltd diff --git a/docs/economics/finance-investing/portfolio-management-services-pms.md b/docs/economics/finance-investing/portfolio-management-services-pms.md index 9d4ca42bc5a..dda92729fd8 100644 --- a/docs/economics/finance-investing/portfolio-management-services-pms.md +++ b/docs/economics/finance-investing/portfolio-management-services-pms.md @@ -1,8 +1,8 @@ # Portfolio Management Services (PMS) - Marcellus - 10L-50L - - [Marcellus Global Compounders (GCP) | PMS Investment Strategies](https://marcellus.in/portfolio-management-services/global-compounders/) - - [PMS Strategies - Marcellus Investment Managers Pvt Ltd](https://marcellus.helpscoutdocs.com/category/5-consistent-compounders-portfolio) + - [Marcellus Global Compounders (GCP) | PMS Investment Strategies](https://marcellus.in/portfolio-management-services/global-compounders/) + - [PMS Strategies - Marcellus Investment Managers Pvt Ltd](https://marcellus.helpscoutdocs.com/category/5-consistent-compounders-portfolio) - https://truebeacon.com - https://www.dezerv.in - https://www.soicresearch.in/home?subscription-offerings @@ -14,4 +14,3 @@ Discretionary portfolio manager will have the complete control on decision makin **Long-Term Capital Gains** – Applies if you’ve held stocks for more than 24 months before selling them for gains, then you will be liable to pay capital gains tax rate of 20% plus applicable fees & surcharges. [About PMS - Marcellus Investment Managers Pvt Ltd](https://marcellus.helpscoutdocs.com/category/11-what-is-a-pms) - diff --git a/docs/economics/finance-investing/returns-tax-taxes-itr.md b/docs/economics/finance-investing/returns-tax-taxes-itr.md index 35d4c3db3c1..b1add99744f 100755 --- a/docs/economics/finance-investing/returns-tax-taxes-itr.md +++ b/docs/economics/finance-investing/returns-tax-taxes-itr.md @@ -77,8 +77,6 @@ if you are not able to set off your entire capital loss in the same year, you ca https://economictimes.indiatimes.com/wealth/tax/heres-a-trick-to-lower-your-tax-on-capital-gains-from-equity/articleshow/73095582.cms -[Tax on Stocks, Mutual Funds, Gold and Real Estate | STCG and LTCG | ETMONEY](https://www.youtube.com/watch?v=sYtnOVgdH_I) - [7 Questions to Ask Before Selling Equity Mutual Funds or Stocks | ETMONEY](https://www.youtube.com/watch?v=KJ4kinqOW6c) [What is Tax Harvesting | What is Tax Loss Harvesting | Tax Harvesting in Mutual Funds](https://www.youtube.com/watch?v=t_y0kNP-apY) @@ -418,6 +416,10 @@ An offshore account is one that is opened by a citizen outside her home country. [Offshore Bank Account: Everything You Need to Know](https://www.winvesta.in/blog/offshore-bank-account/) +## Real estate taxation + +[Tax on Stocks, Mutual Funds, Gold and Real Estate | STCG and LTCG | ETMONEY](https://www.youtube.com/watch?v=sYtnOVgdH_I) + ## Taxes on house (Section 54F) - In respect of capital gains arising on sale any asset other than a residential house, an individual or an HUF can claim exemption from long term capital gains if the net sale consideration in respect of such asset is invested for acquiring a residential house within a period of two years after sale of such asset. diff --git a/docs/economics/finance-investing/stocks-equity.md b/docs/economics/finance-investing/stocks-equity.md index 64a0408c1c3..2a041cd5c17 100755 --- a/docs/economics/finance-investing/stocks-equity.md +++ b/docs/economics/finance-investing/stocks-equity.md @@ -134,3 +134,5 @@ https://www.moneycontrol.com/india-investors-portfolio - [SWP: A smarter way to manage periodic expenses](https://www.hdfcfund.com/knowledge-stack/mf-vault/weekend-bytes/swp-smarter-way-manage-periodic-expenses) - [Want to time the market? Here is how you can do it right! - YouTube](https://www.youtube.com/watch?v=m9nT_Ik4nOM&ab_channel=freefincal-PrudentDIYInvesting) - [How to know if markets are overvalued? 3 metrics every investor must know - YouTube](https://www.youtube.com/watch?v=Di8YdFBbOTc) +- [Is it the right time to Invest in Stocks? 😵‍💫 - YouTube](https://www.youtube.com/watch?v=qqkQgoun6GE&ab_channel=SOIC) +- [5 Interesting Stocks: How to Read Credit Ratings! 📑 - YouTube](https://www.youtube.com/watch?v=mwLPhYr0QU4&ab_channel=SOIC) diff --git a/docs/economics/finance-terms.md b/docs/economics/finance-terms.md index 5fad032d771..b99fb4f6aef 100755 --- a/docs/economics/finance-terms.md +++ b/docs/economics/finance-terms.md @@ -153,6 +153,7 @@ Dollar-cost averaging (DCA) is an investment strategy in which an investor divid - Qualified Institutional Buyers (QIB) - Foreign Institutional Buyers (FII) - Grey Market Premium (GMP) +- Non-oil, non-gold imports / exports (NONG imports / exports) - ACORD Data Standards - [ACORD - Wikipedia](https://en.wikipedia.org/wiki/ACORD) ## Questions diff --git a/docs/economics/mutual-funds/fixed-income.md b/docs/economics/mutual-funds/fixed-income.md index 59bb236bb1c..78d2ca7875c 100644 --- a/docs/economics/mutual-funds/fixed-income.md +++ b/docs/economics/mutual-funds/fixed-income.md @@ -110,6 +110,23 @@ Mis (Monthly Income Scheme) - Limit 9 lakh [10 Lakh Investment 💰 #epmshorts - YouTube](https://www.youtube.com/shorts/CxZ0FNv7BC8) +### Annuity + +- Regular Pay Annuity Plan +- Single Pay Immediate Annuity Plan +- Single-Pay Deferred Annuity Plan + +[ABSLI Guaranteed Annuity Plus - Guaranteed Income for a Retired Life](https://lifeinsurance.adityabirlacapital.com/retirement-and-pension-plans/absli-guaranteed-annuity-plus) + +- Give ₹1 lakh/ month for 5 years and Get ₹ 4.58 lakhs every year till your life +- 7.63% + +[Best Annuity Plans in India 2024](https://groww.in/blog/best-annuity-plans-in-india) + +[Annuity : Buy Best Annuity Plans in 2024](https://www.policybazaar.com/life-insurance/annuity/) + +[Site Unreachable](https://www.zeebiz.com/personal-finance/news-guaranteed-income-with-tax-benefits-top-5-annuity-plans-in-india-stst-258464) + ## Links - [5 High Profit, Tax Free Government Investing Options! | Ankur Warikoo Hindi - YouTube](https://www.youtube.com/watch?v=3Fxuq0jeUkk) diff --git a/docs/knowledge/biology/mbbs-medicine-medical-health.md b/docs/knowledge/biology/mbbs-medicine-medical-health.md index 5b565a13525..f81db5323b8 100755 --- a/docs/knowledge/biology/mbbs-medicine-medical-health.md +++ b/docs/knowledge/biology/mbbs-medicine-medical-health.md @@ -153,6 +153,22 @@ https://en.wikipedia.org/wiki/Urine_therapy [Geomancy - Wikipedia](https://en.wikipedia.org/wiki/Geomancy) +## Costs (Sep 2024) + +- Cataract Surgery - Rs. 35,000 +- Brain Tumor Surgery - Rs. 4,00,000 +- Bypass Surgery - Rs. 3,00,000 +- Heart Valve Replacement - Rs. 3,70,000 +- Heart Angioplasty - Rs. 1,75,000 +- Kidney Stone Removal - Rs. 1,10,000 +- Hernia Surgery - Rs. 32,000 +- Liver Transplant - Rs. 23,00,000 +- Gall Bladder Removal - Rs. 70,000 +- Hip Replacement - Rs. 3,15,000 +- Knee Replacement - Rs. 2,00,000 +- Stem Cell/Bone Marrow Transplant - Rs. 25,00,000 +- Orthopedic Implants - Rs. 2,00,000 + ## Medicines - [Zentel Chewable Tablet: View Uses, Side Effects, Price and Substitutes | 1mg](https://www.1mg.com/drugs/zentel-chewable-tablet-137773) diff --git a/docs/knowledge/history/human-history-anthropology.md b/docs/knowledge/history/human-history-anthropology.md index e8f9f854890..90a4bfeefa5 100755 --- a/docs/knowledge/history/human-history-anthropology.md +++ b/docs/knowledge/history/human-history-anthropology.md @@ -66,3 +66,7 @@ http://timelineofearth.com - Permian Extinction Event - 252 million years ago - Triassic Extinction Event - 201 million years ago - Cretaceous Extinction Event- 66 million years ago + +## Links + +- [Evolutionary Tree of Life | Episode 1 - Early Life, Invertebrates & Fish - YouTube](https://www.youtube.com/watch?v=Na0Q8qfsdc0&ab_channel=UsefulCharts) diff --git a/docs/knowledge/language/grammer-vocabulary.md b/docs/knowledge/language/grammer-vocabulary.md index f585073421c..d9f5471010c 100755 --- a/docs/knowledge/language/grammer-vocabulary.md +++ b/docs/knowledge/language/grammer-vocabulary.md @@ -195,7 +195,9 @@ https://myenglishmatters.com/2018/06/28/whats-the-difference-between-has-been-ha - slog - work hard over a period of time - kayfabe - (in professional wrestling) the fact or convention of presenting staged performances as genuine or authentic. - Spray and pray -- Idiopathic - Relating to or denoting any disease or condition which arises spontaneously or for which the cause is unknown. -- "idiopathic epilepsy" +- Idiopathic - Relating to or denoting any disease or condition which arises spontaneously or for which the cause is unknown. -- "idiopathic epilepsy" +- Shrewd - able to make good decisions because you understand a situation well +- xenophobia - a fear or hatred of foreign people and cultures ### Shill / Shilling diff --git a/docs/knowledge/links.md b/docs/knowledge/links.md index 2cd56a28f29..63c8c1d86b8 100644 --- a/docs/knowledge/links.md +++ b/docs/knowledge/links.md @@ -5369,5 +5369,194 @@ 5355. [Building India’s First Gaming Commerce Platform](https://youtu.be/ykiJMKL172c) 5356. [Google Pixel 9/Pro Review: Gimmick or Good?](https://youtu.be/EGkGRs6YhoM) 5357. [For mRNA Vaccines, COVID Was Just the Beginning](https://youtu.be/gReF5xOBrzI) +5358. [What Would Happen if the Panama Canal Became Unusable?](https://youtu.be/dcdwRFB4Vsk) +5359. [Ambani’s Reliance is taking CHINA’s help to beat Tata! Here is how](https://youtu.be/_6b66u47Kps) +5360. [Is Crypto Dead or Still Promising? | Chris Dixon](https://youtu.be/x6pJhK0LegI) +5361. [Scientists Just Opened a Cave That Was Sealed for Millions of Years But ...](https://youtu.be/XuObULZN_qE) +5362. [How BULLETS are Made? The Explosive Truth Behind Every Shot!](https://youtu.be/dKcTbvsgXbM) +5363. [What Would Happen if the Panama Canal Became Unusable?](https://youtu.be/dcdwRFB4Vsk) +5364. [₹16,000 vs ₹10,00,00,000 In India | The Real Game Of Wealth](https://youtu.be/1lCoQi1IcQ0) +5365. [How Do Cell Towers Work? The Science of Cellular Networks](https://youtu.be/5XIX0wF5DLA) +5366. [How 3 Phase Power works: why 3 phases?](https://youtu.be/c9gm_NL7KyE) +5367. [किसान ने अपने गांव में बनाया महल जैसा घर | 8 साल में जाकर बना | Magnific...](https://youtu.be/2RXiYB4bumc) +5368. [Meet DJI Neo](https://youtu.be/7xHQIDYTHiw) +5369. [Gita Gopinath, IMF First Deputy Managing Director On India's Economy, Vi...](https://youtu.be/K5aL9vN9JhY) +5370. [How China's $100 Bn Super Dam Could Devastate India](https://youtu.be/Ig8kwjqO9bs) +5371. [Meet Our Planet's Hidden Defenders | Anjan Sundaram | TED](https://youtu.be/g5j9XKkDo-w) +5372. [Spain Built a Sea of Plastic, Then It Got Rich](https://youtu.be/a_pR_HihCVo) +5373. [Meet the scientist that made a machine to measure life itself | Lee Cronin](https://youtu.be/Yru4Nz27saQ) +5374. [Ex-Ford engineer builds driverless car in his garage in 100 days | Hard ...](https://youtu.be/HMiR7IefB58) +5375. 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[Who decides what is socially “normal”? | Christine Emba](https://youtu.be/VcClS8kGq-o) +5386. [Buy on dips vs SIPs | Money Psychology](https://youtu.be/7Rt5X5WX_yg) +5387. [Can this Reliance Stock be a Game Changer? | CA Rachana Ranade](https://youtu.be/8CcLLqO_IH0) +5388. [Bajaj Housing Finance IPO Summary | Shareholder Quota? | CA Rachana Ranade](https://youtu.be/FhsIN8gsRqA) +5389. [Ep - 7 How to plan for longevity risk in retirement? | Personal Finance ...](https://youtu.be/dj4EQUvVvQQ) +5390. [Blue Origin Misses Its Mars Launch - SpaceX Gets Grounded (For 3 days) ...](https://youtu.be/7L8C6wjmFv0) +5391. [Swiggy vs Zomato | Swiggy Detailed analysis | Unlisted shares - What are...](https://youtu.be/BzIjOC9usDQ) +5392. [How one teacher is redefining learning in rural South Dakota](https://youtu.be/9KK91wZxqwc) +5393. [How restoring river landscapes can keep flash floods in check](https://youtu.be/ATtHne5NKE8) +5394. 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Remember, PROGRESS ISN'T JUST ABOUT THE HIGHS, IT'S ALSO ABOUT HOW YOU NAVIGATE through the lows. + ## Others ### Antifragile diff --git a/docs/python/django/libraries.md b/docs/python/django/libraries.md index 209db4f83b7..862e8d96bb4 100755 --- a/docs/python/django/libraries.md +++ b/docs/python/django/libraries.md @@ -127,6 +127,13 @@ def send_email_and_push(request): return push_response ``` +## Django API Documentation + +- [Documenting your API - Django REST framework](https://www.django-rest-framework.org/topics/documenting-your-api/) +- [drf-yasg — drf-yasg 1.21.7 documentation](https://drf-yasg.readthedocs.io/) + - [GitHub - axnsan12/drf-yasg: Automated generation of real Swagger/OpenAPI 2.0 schemas from Django REST Framework code.](https://github.com/axnsan12/drf-yasg) +- [GitHub - tfranzel/drf-spectacular: Sane and flexible OpenAPI 3 schema generation for Django REST framework.](https://github.com/tfranzel/drf-spectacular) + ## Others ```python