Dear friends, your support on LinkedIn means a lot to me. If you enjoy what I share, I'd appreciate your interaction with my posts – every like, comment, and share helps extend the reach of my content to a broader audience. Every bit of engagement counts! 🙏🙏

68 Python notebook exercises for "Understanding Deep Learning " .

Highlights include:



-Play with decoding algorithms for LLMs

-Implement backpropagation algorithm

-Explore double descent

-Investigate implicit regularization

-Reparameterization trick vs. REINFORCE

-Build a 1D diffusion model

-Explore post-hoc bias mitigation



Read more on my linkedin - https://www.linkedin.com/posts/brijpandeyji_150x-faster-pandas-believe-it-no-code-activity-7150509032292720640-HU91?

Many people think if they become experts in a specific role, they'll be indispensable and can't be replaced.


But here's the hard truth—every role is replaceable.

Every. Single. One.

Been at the same company for years using the same tech stack? - https://www.linkedin.com/posts/brijpandeyji_job-security-in-it-its-a-myth-many-activity-7153074829598814211-GIBe?utm_source=share&utm_medium=member_desktop

Looking to safeguard your career in the IT industry?


Follow these 6 essential steps to withstand any downturn.

It's that simple. https://www.linkedin.com/posts/brijpandeyji_looking-to-safeguard-your-career-in-the-it-activity-7154486793210327040-0S0_?

Here is the AWS guide that I promised last week

This is not your average tech talk.

We're talking about building systems that understand both words and pictures, like some kind of super-powered search engine on steroids.

Forget the days of searching in silos - text here, images there.

Imagine a retrieval system that bridges the gap, where words and visuals dance hand-in-hand to find exactly what you need.

That's the power of LangChain for Multimodal Apps, and we're learning all the secrets in this engaging workshop -

👉 𝗥𝗲𝘀𝗲𝗿𝘃𝗲 𝘆𝗼𝘂𝗿 𝘀𝗽𝗼𝘁 𝗻𝗼𝘄 𝗮𝘁: brij.guru/ai

🗓️ 𝗝𝗮𝗻𝘂𝗮𝗿𝘆 𝟮𝟲, 2024, 10 AM - 11 AM PT

Here's what's on the menu:

✅ 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮 𝗺𝘂𝗹𝘁𝗶-𝗺𝗼𝗱𝗮𝗹 𝗺𝗮𝗿𝘃𝗲
✅ 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀 𝗴𝗮𝗹𝗼𝗿𝗲
✅ 𝗤𝘂𝗲𝗿𝘆 𝘄𝗵𝗶𝘀𝗽𝗲𝗿𝗲𝗿
✅ 𝗗𝗮𝘁𝗮 𝗵𝗮𝗿𝗺𝗼𝗻𝘆
✅ 𝗥𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 𝗺𝗮𝗴𝗶𝗰

Master Your Favorite Programming Languages, AI, GenAI, LLMs, Tools, and Technologies with Comprehensive Cheatsheets

The cheatsheets that will save you time and frustration.

Check them out now!


1. Chat GPT : https://lnkd.in/e43cDB9q
2. GenAI and LLMs : https://lnkd.in/eCVSUgQB
3. APIs - https://lnkd.in/dKZSzVsx
4. Python : https://lnkd.in/grD8XUS6
5. Pandas : https://lnkd.in/g4yTJ7CP
6. NumPy : https://lnkd.in/gg9Uw-km More ............................................................................................................................................ https://www.linkedin.com/feed/update/urn:li:activity:7157230859631104000/

Today's topic is a bit different - it's about Big O notation!

I know, I know, it sounds intimidating. But Big O is super important for analyzing the efficiency of algorithms. Understanding it can level up your coding skills.

Why should you care about Big O?

Because it's like the speedometer for your code. It tells you how fast (or slow 😬) your algorithms will run. In the tech world, that's gold - especially when you're dealing with a ton of data.

Here’s a quick rundown of the Big O basics: https://www.linkedin.com/feed/update/urn:li:activity:7158476254092963841/

Confession: I have a serious soft spot for left joins.

Their ability to include all my data, regardless of missing info, makes them a hero in my day to day work. https://www.linkedin.com/posts/brijpandeyji_confession-i-have-a-serious-soft-spot-for-activity-7160650331972943874-8Eem

𝟵 𝗧𝘆𝗽𝗲𝘀 𝗼𝗳 𝗔𝗣𝗜 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝘁𝗼 𝗘𝗻𝘀𝘂𝗿𝗲 𝗥𝗼𝗯𝘂𝘀𝘁 𝗮𝗻𝗱 𝗦𝗲𝗰𝘂𝗿𝗲 𝗔𝗣𝗜𝘀


APIs are the backbone of modern software development, enabling seamless communication between different applications and services. But just like any other software component, APIs need thorough testing to guarantee reliability, performance, and security. https://www.linkedin.com/posts/brijpandeyji_%3F-%3F%3F%3F%3F%3F-%3F%3F-%3F%3F%3F-%3F%3F%3F%3F%3F%3F%3F-activity-7161191019344977920-ITpY?utm_source=share&utm_medium=member_desktop

𝗠𝗲𝗿𝗴𝗶𝗻𝗴 𝗔𝗴𝗶𝗹𝗲 𝗮𝗻𝗱 𝗗𝗲𝘃𝗢𝗽𝘀: 𝗬𝗼𝘂𝗿 𝗕𝗹𝘂𝗲𝗽𝗿𝗶𝗻𝘁 𝘁𝗼 𝗦𝘂𝗰𝗰𝗲𝘀𝘀

𝗔𝗴𝗶𝗹𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁

✔️ Initiate the project by having the Product Owner create product requirements documents.

✔️ Conduct daily stand-up meetings to ensure everyone is on the same page and to make progress through the product development stages with user input.

✔️ Utilize product backlogs to plan and deliver the final product in sprints.

𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 : https://www.linkedin.com/feed/update/urn:li:activity:7162301302058766336/

Spend 2 minutes on this post, and you'll gain a good understanding of Database Indexing, which might take much longer to learn otherwise!

Imagine managing a large-scale database:

Database Size: 𝟱𝟬𝟬 𝗚𝗕
Average Query Search Time Without Index: 𝟱 𝘀𝗲𝗰𝗼𝗻𝗱𝘀
Number of Records: 𝟱𝟬 𝗺𝗶𝗹𝗹𝗶𝗼𝗻

𝗟𝗲𝘁'𝘀 𝗱𝗶𝘃𝗲 𝗶𝗻𝘁𝗼 𝘁𝗵𝗲 𝘄𝗼𝗿𝗹𝗱 𝗼𝗳 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 𝗜𝗻𝗱𝗲𝘅𝗶𝗻𝗴:

1️⃣ 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 𝗜𝗻𝗱𝗲𝘅𝗶𝗻𝗴?

A database index is like a book index, helping you find data faster than scanning the entire database. - https://www.linkedin.com/feed/update/urn:li:activity:7162822741824385027/

One Diagram to undertdand the CICD Process - https://www.linkedin.com/feed/update/urn:li:activity:7165011788508430336/

𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗖𝗵𝗲𝗮𝘁 𝗦𝗵𝗲𝗲𝘁: 𝗔 𝗢𝗻𝗲-𝗦𝘁𝗼𝗽 𝗚𝘂𝗶𝗱𝗲 𝗳𝗼𝗿 𝗬𝗼𝘂𝗿 𝗡𝗲𝘅𝘁 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 https://www.linkedin.com/feed/update/urn:li:activity:7165531502804459520/

My Latest Post on GraphQL - Need your feedback https://www.linkedin.com/feed/update/urn:li:activity:7166107469071503361/

Demystifying IP Addresses: A Deep Dive for Techies

Let's unpack the key IP types and shed some light on their functionalities:

𝟭. 𝗣𝘂𝗯𝗹𝗶𝗰 𝘃𝘀. 𝗣𝗿𝗶𝘃𝗮𝘁𝗲:

- 𝗣𝘂𝗯𝗹𝗶𝗰 𝗜𝗣: Think of it as your house number on the internet. Assigned by your ISP, it identifies your network to the outside world. Remember, great visibility comes with responsibility - secure your public IP! https://www.linkedin.com/feed/update/urn:li:activity:7166759494880866304/

How DNS works - https://www.linkedin.com/feed/update/urn:li:activity:7167233282512777216/

I hope this message finds you all well. I realize it's been quite some time since I've been active in our channel, and I truly appreciate your patience and continued support during my absence. Life sometimes takes us on unexpected journeys, requiring our focus to shift temporarily. However, I'm thrilled to announce my return, and I come bearing exciting news!

Starting now, I'll be sharing premium content exclusively with our channel! It's my way of saying thank you for your loyalty and to ensure our community remains as vibrant and informative as ever.


Thank you once again for sticking around and for your unwavering support.