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- [Business Building Masterclass - Idea to Product ✈️ - YouTube](https://www.youtube.com/watch?v=juZmbYfGmiU&ab_channel=LabourLawAdvisor)
- [How To Start A Dev Tools Company | Startup School - YouTube](https://www.youtube.com/watch?v=z1aKRhRnVNk)
- [Make ₹50 Lakhs in 50 Days | E-Commerce/Business Masterclass - YouTube](https://www.youtube.com/watch?v=N3rZ6glHKTQ)
- [How Do Indian Founders make 100 Crores Selling Their Companies? - YouTube](https://www.youtube.com/watch?v=zrq7kczXpXQ)
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## Best Education System in the World

[Which country has the best education in the world? - The Global Story podcast, BBC World Service - YouTube](https://www.youtube.com/watch?v=liyn5xWvx44)

[Which country's primary education model is the best? - Quora](https://www.quora.com/Which-countrys-primary-education-model-is-the-best)

1. Finland:
Expand Down Expand Up @@ -277,3 +279,4 @@ Just add a module of UPSC in khan academy. It has everything.
- [He's helped THOUSANDS of people learn to code \[Leon Noel of #100devs on freeCodeCamp Podcast #117\] - YouTube](https://www.youtube.com/watch?v=KYAakLooVuE&ab_channel=freeCodeCamp.org)
- [The flawed history of testing — and how we move beyond it - YouTube](https://www.youtube.com/watch?v=sdZLz2t7U4Q)
- Liberated Podcast - [LiberatED with Kerry McDonald - YouTube](https://www.youtube.com/@liberatedpodcast)
- [1 million students have ditched traditional classrooms. Here’s where they’re going instead - YouTube](https://www.youtube.com/watch?v=aMCwW6aTwpw)
1 change: 1 addition & 0 deletions docs/about-deepak-sood/ideas/improvements-feedbacks.md
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- No notes on videos
- Videos should be like books, where one can annotate, add notes, search, arrange, etc. that you can do with books.
- [I Redesigned the ENTIRE YouTube UI from Scratch - YouTube](https://www.youtube.com/watch?v=OUM6XmhViN4)

### Google Search

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Expand Up @@ -36,6 +36,11 @@ What they have done essentially is to develop a type of semiconductor device cal

[(PDF) Linear, symmetric, self-selecting 14-bit molecular memristors](https://www.researchgate.net/publication/377744243_Linear_symmetric_self-selecting_14-bit_molecular_memristors)

#### Links

- [2024's Biggest Breakthroughs in Math - YouTube](https://www.youtube.com/watch?v=lwVSeXswWZY)
- [2024's Biggest Breakthroughs in Biology and Neuroscience - YouTube](https://www.youtube.com/watch?v=p9XHI_26cPE)

## Thoughts

We are highly unqualified to speak anything about anything that we are not working in, therefore we should speak about facts rather than opinions
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Expand Up @@ -157,3 +157,7 @@ https://www.seldon.io
- [AWS re:Invent 2023 - Introduction to MLOps engineering on AWS (TNC215) - YouTube](https://www.youtube.com/watch?v=2kzJPhgDkDE)
- [AWS re:Invent 2023 - Zero to machine learning: Jump-start your data-driven journey (SMB204) - YouTube](https://www.youtube.com/watch?v=-CSrOKo8Qgs)
- [Step-by-Step Guide to Deploying ML Models with Docker](https://www.kdnuggets.com/step-by-step-guide-to-deploying-ml-models-with-docker)
- [End-to-End Machine Learning Project – AI, MLOps - YouTube](https://www.youtube.com/watch?v=o6vbe5G7xNo)
- ZenML
- MLflow
-
10 changes: 9 additions & 1 deletion docs/ai/llm/design-patterns.md
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Expand Up @@ -24,10 +24,18 @@ One of the biggest questions around in-context learning is: What happens if we j

[Exploring real-time streaming for generative AI Applications | AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/exploring-real-time-streaming-for-generative-ai-applications/)

## Links
## LoRA (Low Rank Adaptation)

- [Mastering Low-Rank Adaptation (LoRA): Enhancing Large Language Models for Efficient Adaptation | DataCamp](https://www.datacamp.com/tutorial/mastering-low-rank-adaptation-lora-enhancing-large-language-models-for-efficient-adaptation)
- [LoRA](https://huggingface.co/docs/diffusers/main/en/training/lora)
- [GitHub - microsoft/LoRA: Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"](https://github.com/microsoft/LoRA)
- [LoRA - Explained! - YouTube](https://www.youtube.com/watch?v=Bq9zqTJDsjg)

## HSNW (Hierarchical Navigable Small Worlds)

[System Design of ChatGPT | Mock interview @gkcs - YouTube](https://www.youtube.com/watch?v=H9Qdm8_JBAs)

## Links

- [AWS re:Invent 2023 - Generative AI: Architectures and applications in depth (BOA308) - YouTube](https://www.youtube.com/watch?v=aEA6X_IElpc)
- [AWS re:Invent 2023 - SaaS meets AI/ML & generative AI: Multi-tenant patterns & strategies (SAS306) - YouTube](https://www.youtube.com/watch?v=oBhP44wowoY)
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Expand Up @@ -83,3 +83,4 @@ The architecture is a standard [transformer network](https://en.wikipedia.org/wi
- [Introduction to Large Language Models - YouTube](https://www.youtube.com/watch?v=RBzXsQHjptQ)
- [Welcome to State of AI Report 2024](https://www.stateof.ai/2024-report-launch)
- [How Much Trust Do You Have with LLM-Based Solutions? • Matthew Salmon • GOTO 2024 - YouTube](https://www.youtube.com/watch?v=uMhmvba7Z3I)
- [Building LLMs from the Ground Up: A 3-hour Coding Workshop - YouTube](https://www.youtube.com/watch?v=quh7z1q7-uc)
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Expand Up @@ -15,6 +15,7 @@ Supervised fine-tuning means updating a pre-trained language model using labeled
- Instruction fine-tuning
- Full fine-tuning
- Parameter-efficient fine-tuning (PEFT)
- [LLM (Parameter Efficient) Fine Tuning - Explained! - YouTube](https://www.youtube.com/watch?v=HcVtpLAGMXo)

## Links

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Expand Up @@ -28,3 +28,7 @@ Introduces a clear plan of action, setting out when and where you'll carry out t
- **Habit contract** - that imposes negative consequences if you fail to stay on track
- **Habit stacking** can be used to introduce new behaviors
- stack new habit on top of an existing habit

## Links

- [ATOMIC HABITS by James Clear Audiobook | Book Summary in English - YouTube](https://www.youtube.com/watch?v=vicGUErRBwI)
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- [THE ALGEBRA OF WEALTH by Scott Galloway | Core Message - YouTube](https://www.youtube.com/watch?v=XUs4nTC0oOY&ab_channel=ProductivityGame)
- [THE INTELLIGENT INVESTOR by Benjamin Graham | Core Message - YouTube](https://www.youtube.com/watch?v=eT2DA389c8w)
- [Bruce Lee Wisdom: BE WATER, MY FRIEND by Shannon Lee | Core Message - YouTube](https://www.youtube.com/watch?v=dkpQGQcbOc0)
- [GRIT by Angela Duckworth | Core Message (Revised & Expanded) - YouTube](https://www.youtube.com/watch?v=XZOX6XrgfD4)
- [100 THINGS SUCCESSFUL PEOPLE DO by Nigel Cumberland Audiobook | Book Summary in English - YouTube](https://www.youtube.com/watch?v=F2Qxkw9DgEs)

### [Learn to lead: THE 21 IRREFUTABLE LAWS OF LEADERSHIP by John Maxwell | Core Message - YouTube](https://www.youtube.com/watch?v=QQhdiktL99w)

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- [EC2 Instance Types](cloud/aws/compute/ec2-instance-types.md)
- [AWS Lambda](cloud/aws/compute/aws-lambda.md)

## Amazon Elagoostic Container Service
## Amazon Elastic Container Service

Run and Manage Docker Containers

Expand Down Expand Up @@ -63,6 +63,20 @@ Build a Hybrid Cloud without Custom Hardware

## [AWS Elastic Kubernetes Service (EKS)](amazon-eks)

## EC2 > Networking > Elastic IP Addresses

An Elastic IP address is a static IPv4 address designed for dynamic cloud computing. An Elastic IP address is associated with your AWS account. With an Elastic IP address, you can mask the failure of an instance or software by rapidly remapping the address to another instance in your account.

An Elastic IP address is a public IPv4 address, which is reachable from the internet. If your instance does not have a public IPv4 address, you can associate an Elastic IP address with your instance to enable communication with the internet; for example, to connect to your instance from your local computer.

https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/elastic-ip-addresses-eip.html

## EC2 > Networking > ENI

An elastic network interface (referred to as a*network interface*in this documentation) is a logical networking component in a VPC that represents a virtual network card.

https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html

## Others

- VirtualBox
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Expand Up @@ -61,3 +61,4 @@ https://www.youtube.com/watch?v=3hLmDS179YE
- [AWS cuts database prices almost 50% and adds distributed scaling capabilities | VentureBeat](https://venturebeat.com/data-infrastructure/aws-cuts-database-prices-almost-50-and-adds-distributed-scaling-capabilities/)
- [AWS re:Invent 2024 announcements and keynote updates](https://www.aboutamazon.com/news/aws/aws-reinvent-2024-keynote-live-news-updates)
- [AWS re:Invent 2024 Highlights - reInvent Keynote & New Features Summarized - YouTube](https://www.youtube.com/watch?v=VVGcp_Wypuo)
- [The AWS re:Invent CEO Keynote with Matt Garman in 10 Minutes - YouTube](https://www.youtube.com/watch?v=rQiziOkJFSg)
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- AWS IAM Identity Center

[How to Set Up Federated Single Sign-On to AWS Using Google Apps | AWS Security Blog](https://aws.amazon.com/blogs/security/how-to-set-up-federated-single-sign-on-to-aws-using-google-apps/)

[AWS Account Setup: My 10-Step Checklist After 14 Years - YouTube](https://www.youtube.com/watch?v=KmlbPpVdl-I)
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## Links

[New Amazon S3 Tables: Storage optimized for analytics workloads | AWS News Blog](https://aws.amazon.com/blogs/aws/new-amazon-s3-tables-storage-optimized-for-analytics-workloads/)

[AWS re:Invent 2024 - What’s new with Amazon S3 (STG212) - YouTube](https://youtu.be/pbsIVmWqr2M?si=UYfb1GbqHUi2b3bi)

[Amazon S3 Tables](https://aws.amazon.com/s3/features/tables/)

[Amazon S3 Tables: A Game Changer in Analytics and Data Lake Space - DEV Community](https://dev.to/asankab/amazon-s3-tables-a-game-changer-in-analytics-and-data-lake-space-2mjo)
- [New Amazon S3 Tables: Storage optimized for analytics workloads | AWS News Blog](https://aws.amazon.com/blogs/aws/new-amazon-s3-tables-storage-optimized-for-analytics-workloads/)
- [AWS re:Invent 2024 - What’s new with Amazon S3 (STG212) - YouTube](https://youtu.be/pbsIVmWqr2M?si=UYfb1GbqHUi2b3bi)
- [Amazon S3 Tables](https://aws.amazon.com/s3/features/tables/)
- [Amazon S3 Tables: A Game Changer in Analytics and Data Lake Space - DEV Community](https://dev.to/asankab/amazon-s3-tables-a-game-changer-in-analytics-and-data-lake-space-2mjo)
- [How to use New Amazon S3 Metadata and Query the S3 metadata in table buckets with EMR Spark 7 5 - YouTube](https://www.youtube.com/watch?v=HvWJdq7hDzY)
- [4-Step Guide to Create S3 Buckets & Deploy Iceberg PySpark Job with EMR 7.5 & Shell Scrip - YouTube](https://www.youtube.com/watch?v=uOO4nxiYJA4)
- [Amazon S3 Tables - Store Tabular Data in S3 | Amazon Web Services - YouTube](https://www.youtube.com/watch?v=bLB_cl-u3jM)
- [Amazon S3 Metadata - Accelerate Data Discovery | Amazon Web Services - YouTube](https://www.youtube.com/watch?v=pWekT7Ic6VE)
- [Post from Soumil Shah - YouTube](https://www.youtube.com/channel/UC_eOodxvwS_H7x2uLQa-svw/community?lb=Ugkxk3cZ9CxtKYcvfdSkwwOMlHwR6KqHG68G)
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Expand Up @@ -11,3 +11,11 @@ MaxCompute (previously known as ODPS) is a general purpose, fully managed, multi
[All You Need to Know About MaxCompute | by Alibaba Cloud | Medium](https://alibaba-cloud.medium.com/all-you-need-to-know-about-maxcompute-ea5238959653)

[What is MaxCompute? - MaxCompute - Alibaba Cloud Documentation Center](https://www.alibabacloud.com/help/en/maxcompute/product-overview/what-is-maxcompute)

[Alibaba Cloud Open Data Platform and Service | MaxCompute - YouTube](https://www.youtube.com/watch?v=fDLTcjpfNBo)

[Alibaba Cloud Open Data Platform and Service | Lakehouse of MaxCompute - YouTube](https://www.youtube.com/watch?v=8pJxr58Lpeg)

## Others

- [Alibaba Infrastructure Service | PANJIU Liquid Cooling Solutions - YouTube](https://www.youtube.com/watch?v=K3-jB-bqujQ)
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Expand Up @@ -206,3 +206,7 @@ https://www.freecodecamp.org/news/how-to-use-google-tag-manager-to-maintain-goog
### MixPanel

Mixpanel helps you learn how people use your app with mobile & web analytics. Instead of tracking page views, you can measure and see how people are actually using your app by tracking actions.

## Links

- [How to Build Search Terms Report in Google Analytics 4 (GA4) - YouTube](https://www.youtube.com/watch?v=6kCrLKTQzn4)
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# System Design - What happens when you type google.com into your browser's address box and press enter?

![What happens when you type a URL into a browser?](../../media/What%20happens%20when%20you%20type%20a%20URL%20into%20a%20browser?.webp)

Ever wondered what exactly happens when you type google.com into your browser's address box and press enter?

- The "g" key is pressed
- The "enter" key bottoms out
- Interrupt fires (NOT for USB keyboards)
- (On Windows) AWM_KEYDOWNmessage is sent to the app
- (On Windows) AWM_KEYDOWN message is sent to the app
- (On OS X) AKeyDownNSEvent is sent to the app
- (On GNU/Linux) the Xorg server listens for keycodes
- Parse URL
Expand Down Expand Up @@ -107,3 +109,4 @@ After rendering has completed, the browser executes JavaScript code as a result
## References

- [GitHub - alex/what-happens-when: An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"](https://github.com/alex/what-happens-when)
- [Post from ByteByteGo - YouTube](https://www.youtube.com/channel/UCZgt6AzoyjslHTC9dz0UoTw/community?lb=UgkxJDvMpF4jVEn4aKuBqgYa3mjJay5k8g7r)
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Expand Up @@ -1408,6 +1408,7 @@
1404. [NVIDIA’s New AI: Training 10,000x Faster!](https://youtu.be/QCllgrnk8So)
1405. [How the Bitcoin Protocol Actually Works • Jan Møller • YOW! 2016](https://youtu.be/8Xsut4MQYhg)
1406. [Mini-ITX Open Chassis](https://youtu.be/MfSvYFR0jqU)
1407. [Seagate reinvented the hard drive! - YouTube](https://www.youtube.com/watch?v=-HyR373zkX4)

## Bytebytego

Expand All @@ -1431,5 +1432,6 @@
- [Netflix's Tech Stack.](http://youtube.com/post/UgkxObUeIP88QiHb9ACj8-71Os443rMVVfBn)
- [How Do Search Engines Work?](http://youtube.com/post/Ugkxv1Gf8JJ_igJTVC15cBoFSwN81mFcBVA3)
- [How do AirTags work?](http://youtube.com/post/Ugkx9VV-A8-DsyFebl-TxGqKzDICxvZAMCiu)
- [What is OSI Model](https://www.youtube.com/channel/UCZgt6AzoyjslHTC9dz0UoTw/community?lb=UgkxmobHk4yoFerC9q2dM0b5QqPqzvwtdcDZ)

## End
7 changes: 5 additions & 2 deletions docs/courses/microsoft-excel-google-sheets.md
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Expand Up @@ -272,8 +272,6 @@ https://365datascience.teachable.com/courses/enrolled/233558

![image](../media/Intro-to-Microsoft-Excel-Google-Sheets-image2.jpg)

[Google Sheets - Full Course](https://www.youtube.com/watch?v=N2opj8XzYBY&ab_channel=freeCodeCamp.org)

## Google Drive

[Set up a shared drive - Google Workspace Learning Center](https://support.google.com/a/users/answer/9310249?authuser=0)
Expand All @@ -283,3 +281,8 @@ https://365datascience.teachable.com/courses/enrolled/233558
## Google Doc

Extension - Page Sizer

## Links

- [Learn Google Sheets – Full Course for Beginners - YouTube](https://www.youtube.com/watch?v=cWGQncQxaHI)
- [Google Sheets - Full Course](https://www.youtube.com/watch?v=N2opj8XzYBY&ab_channel=freeCodeCamp.org)
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Expand Up @@ -85,3 +85,5 @@ https://hackernoon.com/crypto-baby-talk-first-50-terms-that-you-should-know-abou
- External layer

The fundamental value proposition for blockchains. - [**TheValueProp**](https://thevalueprop.io/)

[Confidential Tokens? New cERC20 developed by Inco and Circle Research - YouTube](https://www.youtube.com/watch?v=soIXZNmKO28)
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Expand Up @@ -136,3 +136,4 @@ https://github.com/pantsel/konga
- [GitHub - Kong/kong: 🦍 The Cloud-Native API Gateway and AI Gateway.](https://github.com/Kong/kong)
- [Managing microservices and APIs with Kong and Konga | by Tselentis Panagis | Medium](https://medium.com/@tselentispanagis/managing-microservices-and-apis-with-kong-and-konga-7d14568bb59d)
- [The Platform Powering the API World | Kong Inc.](https://konghq.com/)
- [become an kong api gateway expert | kong api gateway full crash course - YouTube](https://www.youtube.com/watch?v=tagH5k7nBQ0)
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Expand Up @@ -143,3 +143,5 @@ https://risk.learnapp.co/quiz
[Introducing Margin Trading Facility (MTF) on Kite – Z-Connect by Zerodha](https://zerodha.com/z-connect/featured/introducing-margin-trade-funding-mtf-on-kite)

- [Understanding Margin Trading Facility (MTF) at Zerodha: A Complete Guide - YouTube](https://www.youtube.com/watch?v=AYDD5b14IUY)

LAMF - [The Ultimate Guide to Loans Against Mutual Funds 🦁 Best, Quickest & Cheapest Loan - YouTube](https://www.youtube.com/watch?v=yPXAhAdf1-E)
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Expand Up @@ -57,3 +57,11 @@ Top 10 Pharma Companies
- Telecommunications

Airlines - [Demystifying Airline Economics: RASK, Yield, and Load Factor](https://www.linkedin.com/pulse/demystifying-airline-economics-rask-yield-load-factor-laili-abdullah/)

Sectors where FIIs are Investing

- IT - $653 million
- BFSI - $296 million
- Real Estate - $244 million
- Pharma - $57 million
- Chemicals - $2 million
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Expand Up @@ -50,3 +50,8 @@ For instance, no scheme can allocate more than 10% of its corpus to a single com
### 3 Investor-Friendly Fees

Unlike PMS and AIFs, which have high fees, SIFs will have a much more investor-friendly expense ratio, similar to mutual funds. Taxation rules could also be similar.

## Others

- Deserv
- Marcellus
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Expand Up @@ -155,3 +155,5 @@ https://www.moneycontrol.com/india-investors-portfolio
- [Top 5 Themes for Diwali 5️⃣🧨🪔 - YouTube](https://www.youtube.com/watch?v=MuHYNkYOfgA&ab_channel=SOIC)
- [Spotting Winners in Metals & Mining Sector 🏆 - YouTube](https://www.youtube.com/watch?v=osKVi2JSIzQ&ab_channel=SOIC)
- [Smart Money is Buying these Stocks! 🏋️‍♀️ - YouTube](https://www.youtube.com/watch?v=rP2QvQI59lE)
- [I do 0 SIPs now. Here is why (5 better strategies...) | Akshat Shrivastava - YouTube](https://www.youtube.com/watch?v=UYAYMhtBWbE)
- [SOIC Special (Live)- Spotting Mega Themes - YouTube](https://www.youtube.com/watch?v=aRfkFcOhl7g)
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Expand Up @@ -25,6 +25,10 @@ How much cover is needed

[ULIP का काला सच | Unit Linked Insurance Plan Vs Mutual Fund | Which is better investment? - YouTube](https://www.youtube.com/watch?v=eNl6SMjTqMo)

## Health Insurance

- [Health insurance policy - You need to change immediately! Health insurance will be rejected? - YouTube](https://www.youtube.com/watch?v=A0NjCGEDrcI)

## Others

### Endowment Plan / Endowment Policy
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Expand Up @@ -275,6 +275,10 @@ It’s the value (or price) that’s destroyed when the gift changes hands. Or p

[Deadweight Loss](https://en.wikipedia.org/wiki/Deadweight_loss) - "A loss of economic efficiency that can occur when equilibrium for a good or service is not achieved or is not achievable."

[The Best Gifts, According to Science - YouTube](https://www.youtube.com/watch?v=v4tcXeKlhAk)

- Complement is the best gift

## Baumol Effect

In economics, the **Baumol effect**, also known as **Baumol's cost disease**, is the rise of wages in jobs that have experienced little or no increase in labor productivity, in response to rising salaries in other jobs that have experienced higher productivity growth.
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Expand Up @@ -44,6 +44,8 @@ For example, a multi-asset fund might invest in equity, debt, as well as gold.

![small-cap funds](../../media/Screenshot%202024-12-15%20at%205.01.43%20PM.jpg)

[The Rising Mid-Cap Star You Can’t Ignore | Edelweiss Mid Cap Fund Review - YouTube](https://www.youtube.com/watch?v=SUjCGbVUtnA)

## Toppers in different categories by 1-year returns

- Mid Cap: Motilal Oswal Midcap
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9 changes: 8 additions & 1 deletion docs/frontend/frontend-intro/others.md
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Expand Up @@ -45,7 +45,14 @@ magick input.pdf output.jpg
magick convert input.pdf output.jpg

# For good quality use these parameters
convert -density 300 -quality 100 in.pdf out.jpg
magick convert -density 300 -quality 100 in.pdf out.jpg

# resize image to width 25, keeping aspect ratio
magick convert -geometry 25x src/image1.png out/image1.png
magick convert -geometry 600x src/image1.png out/image1.png

# resize image to height 25, keeping aspect ratio
magick convert -geometry x25 src/image1.png out/image1.png

# [ImageMagick - Command-line Tools: Convert](https://www.imagemagick.org/script/convert.php)
```
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- Animations
- Multiple Column Layout
- User Interface

## Links

- [Why devs needn't fear CSS with the King of CSS himself Kevin Powell \[Podcast #154\] - YouTube](https://www.youtube.com/watch?v=OaQO5gSpE4g)
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