If youโre a student confused about where to start,
or a working professional trying to pivot into AI without burnout โ this is for you ๐ฏ๐
Complete 6-Month AI Engineer Roadmap ๐
https://medium.com/%40id.shivanjali/6-month-ai-engineer-roadmap-d058f90e327e
or a working professional trying to pivot into AI without burnout โ this is for you ๐ฏ๐
Complete 6-Month AI Engineer Roadmap ๐
https://medium.com/%40id.shivanjali/6-month-ai-engineer-roadmap-d058f90e327e
Medium
6-Month AI Engineer Roadmap
Pace: ~10โ12 hrs/week for students, ~6โ8 hrs/week for professionals
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โ
Master these 10 and youโre job-ready ๐ป๐
In most tech & data jobs, Excel isnโt about remembering everything โ
itโs about knowing the right formulas and how to apply them ๐
https://drive.google.com/file/d/1s8HiL79NjrTDSE8L6DDOevf15spzKGXn/view
In most tech & data jobs, Excel isnโt about remembering everything โ
itโs about knowing the right formulas and how to apply them ๐
https://drive.google.com/file/d/1s8HiL79NjrTDSE8L6DDOevf15spzKGXn/view
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2026 won't change your life.
Your systems will ๐
Sharing a FREE Habit Tracker โ use it daily and move closer to your goals & dreams. ๐
How to use it:
โข Open the Google Sheet
โข Make a copy to your Google Drive
โข Track daily. No guessing.
https://docs.google.com/spreadsheets/d/1I0-AXfWfhaAepeNzNUNVtd7g3n5b1aTbesd0FtHK1aE/htmlview
Your systems will ๐
Sharing a FREE Habit Tracker โ use it daily and move closer to your goals & dreams. ๐
How to use it:
โข Open the Google Sheet
โข Make a copy to your Google Drive
โข Track daily. No guessing.
https://docs.google.com/spreadsheets/d/1I0-AXfWfhaAepeNzNUNVtd7g3n5b1aTbesd0FtHK1aE/htmlview
Google Docs
Monthly Habit Tracker 2026
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No company can reject you if you truly master these 3 GitHub repositories ๐
1. Every DSA patterns ever
https://github.com/thealgorithms
2. Full Stack Development
https://github.com/fullstack-hy2020
3. Deep Learning
https://github.com/christoschristofidis
1. Every DSA patterns ever
https://github.com/thealgorithms
2. Full Stack Development
https://github.com/fullstack-hy2020
3. Deep Learning
https://github.com/christoschristofidis
GitHub
The Algorithms
Open Source resource for learning Data Structures & Algorithms and their implementation in any Programming Language - The Algorithms
๐2
Watch below videos to master any programming language ๐๐
If you canโt go through all of them, at least watch the first one โ itโll help you a lot, trust me.
Happy Learning!
1. Fastest way to learn any programming language
https://youtu.be/14BL_FwQCpM?si=wDpRJ8Z_GiPxJNBJ
2. How to learn to code
https://youtu.be/NtfbWkxJTHw?si=2olX55G5Mi4xMcf0
3. Learn to code like genius
https://youtu.be/q-_ezD9Swz4?si=d_7r6RZexRWzzT9x
4. Stop studying programming
https://youtu.be/QMbx0dTWJIQ?si=yo4PZG5ZUDQfIza1
If you canโt go through all of them, at least watch the first one โ itโll help you a lot, trust me.
Happy Learning!
1. Fastest way to learn any programming language
https://youtu.be/14BL_FwQCpM?si=wDpRJ8Z_GiPxJNBJ
2. How to learn to code
https://youtu.be/NtfbWkxJTHw?si=2olX55G5Mi4xMcf0
3. Learn to code like genius
https://youtu.be/q-_ezD9Swz4?si=d_7r6RZexRWzzT9x
4. Stop studying programming
https://youtu.be/QMbx0dTWJIQ?si=yo4PZG5ZUDQfIza1
YouTube
Fastest Way to Learn ANY Programming Language: 80-20 rule
1. Top programming Languages.
2. How to learn coding?
3. How to learn Python, Javascript or Java?
3. How to become a Software Engineer?
I will answer all these questions in this video.
โบ For more content like this, subscribe to our channel: https://wwโฆ
2. How to learn coding?
3. How to learn Python, Javascript or Java?
3. How to become a Software Engineer?
I will answer all these questions in this video.
โบ For more content like this, subscribe to our channel: https://wwโฆ
โค1๐1
No company will be able to reject you if you add
these 5 Certificates to your resume ๐
https://docs.google.com/document/d/1dK4RlIwJKIrQwQgod1_aowNuGVgZMcJUEu_PS6ejXwg/edit?usp=drivesdk
these 5 Certificates to your resume ๐
https://docs.google.com/document/d/1dK4RlIwJKIrQwQgod1_aowNuGVgZMcJUEu_PS6ejXwg/edit?usp=drivesdk
Google Docs
5 Certificates
Nvidia LLM: https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-15+V1 Microsoft Azure Ai Fundamentals https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-fundamentals/?practice-assessment-type=certification Nvidiaโฆ
๐1
Stop depending only on Naukri & LinkedIn.
These are 30+ powerful websites where companies are actively hiring ๐๐
https://docs.google.com/document/d/1E9-G4S_9NomzeR8-mPuU6IuKbOfis5dIDxS5cbcWUI4/edit?usp=drivesdk
Less competition = higher chance of getting shortlisted
These are 30+ powerful websites where companies are actively hiring ๐๐
https://docs.google.com/document/d/1E9-G4S_9NomzeR8-mPuU6IuKbOfis5dIDxS5cbcWUI4/edit?usp=drivesdk
Less competition = higher chance of getting shortlisted
Google Docs
Job-Internships websites
Job/Internships sorted โ
1. SimplyHired (simplyhired.com) 2. Jobspresso (jobspresso.co) 3. Stack Overflow Jobs (stackoverflow.com) 4. Outsourcely (outsourcely.com) 5. Toptal (toptal.com) 6. Skip The Drive (skipthechive.com) 7. NoDesk (nodesk.co)โฆ
โค1
Logic โ IQ.
Logic = Practice.
These videos will help you to build logic in Programming.
1. How to build logic in programming:
https://youtu.be/4xh1Vek9vnk?si=FbX5hNa8OVN-dN4X
2.This video will change the way you think when coding:
https://youtu.be/QHdJscEpxaU?si=ZTmY0IfKWShpGYI0
3. How to think like a programmer:
https://youtu.be/azcrPFhaY9k?si=_V5lwxh4i-LB2kC1
4. This why programming is hard for you:
https://youtu.be/SS19Q-_saCc?si=usuG3aOK8U8cNBcG
Logic = Practice.
These videos will help you to build logic in Programming.
1. How to build logic in programming:
https://youtu.be/4xh1Vek9vnk?si=FbX5hNa8OVN-dN4X
2.This video will change the way you think when coding:
https://youtu.be/QHdJscEpxaU?si=ZTmY0IfKWShpGYI0
3. How to think like a programmer:
https://youtu.be/azcrPFhaY9k?si=_V5lwxh4i-LB2kC1
4. This why programming is hard for you:
https://youtu.be/SS19Q-_saCc?si=usuG3aOK8U8cNBcG
YouTube
How to build logic in programming | Tips to improving logic building in programming
To be a better programmer, learning just the syntax of coding is not enough. One needs to have solid logic building or thinking skills that allow you to write better code. In this video I will cover 10 tips for improving logic building in programming or coding.โฆ
๐1
Top 80 SQL interview questions asked in almost every interview ๐ฏ
Make sure you practice these before your interview to stay fully prepared ๐๐
https://drive.google.com/file/d/131DaNVjKNegeyP_0K29E4O10EE43gN8O/view
Make sure you practice these before your interview to stay fully prepared ๐๐
https://drive.google.com/file/d/131DaNVjKNegeyP_0K29E4O10EE43gN8O/view
โค1
Get your first internship using these websites ๐
Apply smart, not everywhere. These platforms have real opportunities with higher chances of getting selected.
Resources:
1. ๐ https://thehub.io/
2. ๐ https://wellfound.com/
3. ๐ https://simplify.jobs/
4. ๐ https://www.riipen.com/
5. ๐ https://www.outreachy.org/
Apply smart, not everywhere. These platforms have real opportunities with higher chances of getting selected.
Resources:
1. ๐ https://thehub.io/
2. ๐ https://wellfound.com/
3. ๐ https://simplify.jobs/
4. ๐ https://www.riipen.com/
5. ๐ https://www.outreachy.org/
thehub.io
The Hub | Find your next exciting startup job
We connect global talents with career opportunities in Nordic startups. Search through thousands of startup jobs, across location and remote positions
Full playlists to master AWS from basics to advanced โ๏ธ๐
Start learning in order: CloudWatch โ Lambda & EC2 โ IAM โ DynamoDB โ S3 to build strong cloud fundamentals.
1. Aws Zero to Hero
https://youtube.com/playlist?list=PLdpzxOOAlwvLNOxX0RfndiYSt1Le9azze&si=w97OX1N22UCt2198
2. Aws Explained
https://youtube.com/playlist?list=PL6XT0grm_TfgtwtwUit305qS-HhDvb4du&si=M_srONcMgN6HyuaQ
3. Aws backend dev (Good for s3)
https://youtube.com/playlist?list=PL9nWRykSBSFggui3a4UPprVtfqIDad-dx&si=DQJ7nnpJs3W6MGxu
Start learning in order: CloudWatch โ Lambda & EC2 โ IAM โ DynamoDB โ S3 to build strong cloud fundamentals.
1. Aws Zero to Hero
https://youtube.com/playlist?list=PLdpzxOOAlwvLNOxX0RfndiYSt1Le9azze&si=w97OX1N22UCt2198
2. Aws Explained
https://youtube.com/playlist?list=PL6XT0grm_TfgtwtwUit305qS-HhDvb4du&si=M_srONcMgN6HyuaQ
3. Aws backend dev (Good for s3)
https://youtube.com/playlist?list=PL9nWRykSBSFggui3a4UPprVtfqIDad-dx&si=DQJ7nnpJs3W6MGxu
Most people struggle with problem-solving not because they lack intelligence,
but because they follow an unstructured approach.
This guide will help you fix how you think, not just what you solve ๐ฅ๐
https://docs.google.com/document/d/19m3EDajbf44kv3Y0d4Vn4V6u_z7oGsq1J2SH3oGtSk0/mobilebasic?
but because they follow an unstructured approach.
This guide will help you fix how you think, not just what you solve ๐ฅ๐
https://docs.google.com/document/d/19m3EDajbf44kv3Y0d4Vn4V6u_z7oGsq1J2SH3oGtSk0/mobilebasic?
Google Docs
Improve problem-solving skils
POV: Your Logic Isnโt Weak Your Approach Is Most people struggle with problem-solving not because they lack intelligence, but because they follow an unstructured approach. This guide will help you fix how you think, not just what you solve. How to Use Thisโฆ
Deloitte placement in 6 months? Sounds impossibleโฆ until you follow the right roadmap ๐๐ฅ
Deloitte placement guide:
https://drive.google.com/file/d/1N3SwQwuoBsSXxtzgQDXs8QtOW2xTOAXR/view
Deloitte placement guide:
https://drive.google.com/file/d/1N3SwQwuoBsSXxtzgQDXs8QtOW2xTOAXR/view
If you're a CS / Engineering student, this resource will help you:
๐ Code better
๐ป Build real projects
๐ฏ Prepare for placements
1๏ธโฃ Machine Learning Engineer ๐ค (ML + Deployment + MLOps)
GitHub: https://github.com/DataTalksClub/mlops-zoomcamp
โธป
2๏ธโฃ Cybersecurity ๐ (Pentesting + Red Team)
GitHub: https://github.com/OWASP/masvs
โธป
3๏ธโฃ DevOps / SRE โ๏ธ (CI/CD + Kubernetes)
GitHub: https://github.com/kelseyhightower/kubernetes-the-hard-way
๐ Code better
๐ป Build real projects
๐ฏ Prepare for placements
1๏ธโฃ Machine Learning Engineer ๐ค (ML + Deployment + MLOps)
GitHub: https://github.com/DataTalksClub/mlops-zoomcamp
โธป
2๏ธโฃ Cybersecurity ๐ (Pentesting + Red Team)
GitHub: https://github.com/OWASP/masvs
โธป
3๏ธโฃ DevOps / SRE โ๏ธ (CI/CD + Kubernetes)
GitHub: https://github.com/kelseyhightower/kubernetes-the-hard-way
GitHub
GitHub - DataTalksClub/mlops-zoomcamp: Free MLOps course from DataTalks.Club
Free MLOps course from DataTalks.Club. Contribute to DataTalksClub/mlops-zoomcamp development by creating an account on GitHub.
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๐ Get Certified for FREE โ Govt Approved Courses! ๐
๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐:- https://pdlink.in/4qaDaok
๐๐ & ๐ ๐ :- https://pdlink.in/4k9dcjI
๐๐น๐ผ๐๐ฑ ๐๐ผ๐บ๐ฝ๐๐๐ถ๐ป๐ด:- https://pdlink.in/4k9dtTO
Get the Govt. of India Incentives on course completion๐
๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐:- https://pdlink.in/4qaDaok
๐๐ & ๐ ๐ :- https://pdlink.in/4k9dcjI
๐๐น๐ผ๐๐ฑ ๐๐ผ๐บ๐ฝ๐๐๐ถ๐ป๐ด:- https://pdlink.in/4k9dtTO
Get the Govt. of India Incentives on course completion๐
๐1
7 Days SQL learning roadmap
https://docs.google.com/document/d/1tqyf2E30dGPLa2oU6z-lq_VPROfxl27zbfIDDcqfMeo/edit?usp=drivesdk
https://docs.google.com/document/d/1tqyf2E30dGPLa2oU6z-lq_VPROfxl27zbfIDDcqfMeo/edit?usp=drivesdk
Google Docs
7 Days SQL Learning Roadmap
7 Days SQL Learning Roadmap @tech.ashishh Day 1 (Intro to SQL) โข What is SQL? โข Basic Concepts โข Basic Commands Day 2 (Queries & Filtering) โข SELECT Statement โข Filtering Results Day 3 (Sorting & Aggregations) โข Sorting Results โข Aggregate Functionsโฆ
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SQL Hand-Written Notes ๐๐
https://drive.google.com/file/d/1_BZY2fwdPQMwBftCYlYset5XNHPIrD6M/view?
https://drive.google.com/file/d/1_BZY2fwdPQMwBftCYlYset5XNHPIrD6M/view?
๐ฅ2โค1
TCS NQT Previous Year Questions Papers ๐๐ฅ
https://drive.google.com/drive/folders/1LbeXYEZckuTTA7Op7uoWWdc1iAB3SaZv
https://drive.google.com/drive/folders/1LbeXYEZckuTTA7Op7uoWWdc1iAB3SaZv