โค5๐ฅฐ2
โค7
#August_31_september_01_LeetCode_Grind
๐ Dynamic Programming (DP) โ The Brain of DSA ๐ง
Dynamic Programming is one of the most powerful techniques in problem-solving. Itโs all about breaking a complex problem into smaller overlapping subproblems, solving each subproblem once, and storing the results for reuse.
โจ Why DP matters?
Avoids repeated work โ makes algorithms efficient.
Solves problems that plain recursion or brute force cannot handle in time.
Forms the backbone of advanced algorithms in AI, bioinformatics, and optimization.
๐ Key Ideas in DP:
1. Overlapping Subproblems โ Solve once, reuse results.
2. Optimal Substructure โ The solution to a problem depends on solutions to smaller subproblems.
3. Memoization (Top-Down) โ Store results of recursive calls.
4. Tabulation (Bottom-Up) โ Build a table iteratively to reach the final answer.
โก Classic DP Problems:
Fibonacci Numbers ๐ข
Longest Common Subsequence
Unique Paths in a Grid ๐ค
Knapsack Problem ๐
๐ Mastering DP = unlocking the ability to solve the toughest algorithmic problems efficiently.
๐ก Remember: Think recursive, optimize with memory.
#DSA #DynamicProgramming #Coding
@byte_philosopher
๐ Dynamic Programming (DP) โ The Brain of DSA ๐ง
Dynamic Programming is one of the most powerful techniques in problem-solving. Itโs all about breaking a complex problem into smaller overlapping subproblems, solving each subproblem once, and storing the results for reuse.
โจ Why DP matters?
Avoids repeated work โ makes algorithms efficient.
Solves problems that plain recursion or brute force cannot handle in time.
Forms the backbone of advanced algorithms in AI, bioinformatics, and optimization.
๐ Key Ideas in DP:
1. Overlapping Subproblems โ Solve once, reuse results.
2. Optimal Substructure โ The solution to a problem depends on solutions to smaller subproblems.
3. Memoization (Top-Down) โ Store results of recursive calls.
4. Tabulation (Bottom-Up) โ Build a table iteratively to reach the final answer.
โก Classic DP Problems:
Fibonacci Numbers ๐ข
Longest Common Subsequence
Unique Paths in a Grid ๐ค
Knapsack Problem ๐
๐ Mastering DP = unlocking the ability to solve the toughest algorithmic problems efficiently.
๐ก Remember: Think recursive, optimize with memory.
#DSA #DynamicProgramming #Coding
@byte_philosopher
๐ฅ4โค2
๐ฟ August in BytePhilosopher ๐ฟ
This month turned out better than I expected ๐
โจ Stayed consistent for 20+ days on GitHub & LeetCode
โจ Finished the fundamentals of DSA (still a tough journey ๐ญ)
โจ Started reading spiritual books for the first time
โจ Spent quality time with my family back home in Bahirdar
โจ Internship gave me the chance to meet many inspiring people
August wasnโt just a month โ it was a season of personal & spiritual growth.
What I realized ๐ habit + consistency = real progress. Even though I failed in many goals, Iโm grateful for every step forward. ๐ซ
#Gratitude #Consistency #Growth
@byte_philosopher
This month turned out better than I expected ๐
โจ Stayed consistent for 20+ days on GitHub & LeetCode
โจ Finished the fundamentals of DSA (still a tough journey ๐ญ)
โจ Started reading spiritual books for the first time
โจ Spent quality time with my family back home in Bahirdar
โจ Internship gave me the chance to meet many inspiring people
August wasnโt just a month โ it was a season of personal & spiritual growth.
What I realized ๐ habit + consistency = real progress. Even though I failed in many goals, Iโm grateful for every step forward. ๐ซ
#Gratitude #Consistency #Growth
@byte_philosopher
๐11๐ฅ8โค2๐ฅฐ1
Forwarded from Dev Notes
Bereket Engida for the 2025 JavaScriptLandia Awards
Bereket (@imbereket) is being nominated for Outstanding Contribution from a New Arrival for his impactful work on BetterAuth, which is making authentication simpler and helping many developers.
The community has already started nominating him. Letโs add our support.
๐ Nominations close Sept 19
๐ Winners announced at JSConf 2025 (Oct 14โ16, Maryland)
Nominate Bereket ๐ here.
Original: x post
Follow: DevNotes
Bereket (@imbereket) is being nominated for Outstanding Contribution from a New Arrival for his impactful work on BetterAuth, which is making authentication simpler and helping many developers.
The community has already started nominating him. Letโs add our support.
๐ Nominations close Sept 19
๐ Winners announced at JSConf 2025 (Oct 14โ16, Maryland)
Nominate Bereket ๐ here.
Original: x post
Follow: DevNotes
๐ฅ4โค1
โคโ๐ฅ18๐1๐ฅ1
Forwarded from DOT_RUTH
Media is too big
VIEW IN TELEGRAM
Hey you guys, I built a web app called Dotune to help you discover new artists and fresh tracks. It uses the Spotify API to access your saved songs and LastFM API to find similar tracks. Any new songs not already in your library are added to your recommendations, giving you fresh music to enjoy.
Sad news tho, Due to Spotifyโs updated policy (as of May 15, 2025), the API now only supports Extended Quota mode for organizations, limiting individual accounts to 25 users in development mode. If you want to try it, fill out this form and get your playlist.
Access is first come, first serve, only the first 25 users will be able to have Dotune access their saved tracks and generate a playlist.
Sad news tho, Due to Spotifyโs updated policy (as of May 15, 2025), the API now only supports Extended Quota mode for organizations, limiting individual accounts to 25 users in development mode. If you want to try it, fill out this form and get your playlist.
Access is first come, first serve, only the first 25 users will be able to have Dotune access their saved tracks and generate a playlist.
โค1
Have a productive week ahead guys๐ซถ this is our last monday of the year๐
แฅแแฒแแ แแ แฑแต แฉแแคแ แ แแณแ แ แแ แ แฐแแ แ แฐแจแณแนโค
#Monday
@byte_philosopher
แฅแแฒแแ แแ แฑแต แฉแแคแ แ แแณแ แ แแ แ แฐแแ แ แฐแจแณแนโค
#Monday
@byte_philosopher
๐ฅฐ13โค6๐4
แแ แแแ แดแถแฝ แฅแ แฒแแ แแญแฐแ แถแฎ แแแตแซแต แแ แแแถแฝ(แ แฃแแซแแฝ) แแธแ แตแแ
แญแฅแญ แฐแฐแงแธแ แจแแ แแตแข แฐแแข แแ แแญ๐!!
๐ผAnyways happy new year eve ๐ผ
@byte_philosopher
๐ผAnyways happy new year eve ๐ผ
@byte_philosopher
๐5๐ฅฐ2๐ค2โค1๐1๐ฅด1
๐ธ2017 in Bytephilosopher๐ธ
I can say alot of things about this year from finding amazing people's to do what I planned so far.but all in all is this year I got myself, I understanded whom I am and what I belong.
What I can say is "แฅแแแ แฅแแญ แ แฅแ แฃแญแฎแแ". What i failed and achieved all made me here today and I am so grateful for that.
For 2018 may it be the best for all of us. And help us to learn, grow and succeed in our journey.
๐ผAgain Happy new year แคแฐแฐแฅ ๐ผ
@byte_philosopher
I can say alot of things about this year from finding amazing people's to do what I planned so far.but all in all is this year I got myself, I understanded whom I am and what I belong.
What I can say is "แฅแแแ แฅแแญ แ แฅแ แฃแญแฎแแ". What i failed and achieved all made me here today and I am so grateful for that.
For 2018 may it be the best for all of us. And help us to learn, grow and succeed in our journey.
๐ผAgain Happy new year แคแฐแฐแฅ ๐ผ
@byte_philosopher
โค17๐ฅ2๐2
โจRandom thought about moneyโจ
Lately I feel likeโฆ if you really need money, youโll somehow get it. When you have a plan and the push to chase it, you start looking everywhere, turning small ideas into something bigger.
Itโs not magic stuff ๐itโs just likeโฆ when a rat gets stuck, it digs in every direction to escape. Same thing with us โ if weโre hungry for it, weโll keep digging till we find the money.
What do you guys think? ๐ค
@byte_philosopher
Lately I feel likeโฆ if you really need money, youโll somehow get it. When you have a plan and the push to chase it, you start looking everywhere, turning small ideas into something bigger.
Itโs not magic stuff ๐itโs just likeโฆ when a rat gets stuck, it digs in every direction to escape. Same thing with us โ if weโre hungry for it, weโll keep digging till we find the money.
What do you guys think? ๐ค
@byte_philosopher
๐ฏ8๐3๐ฅ3๐1
โจ Letโs Change a Life Together โจ
Family ๐, this year me and my friends started a small volunteering project. Weโre collecting exercise books, pens, pencils, and money for students who canโt afford them. Our dream is to reach 100 students โ and weโve already helped half of them.
But school officially starts this Monday (Sept 05, 2018 EC), and many kids are still empty-handed. Imagine going to school without even a notebook to write on . Thatโs why Iโm reaching out โ your support, big or small, can truly change a childโs life.
If you can donate, here are my temporary accounts (we plan to form a charity soon):
CBE
YOSTINA ABERA GOBIE
1000558198668
BOA
Yostina Abera Gobie
219988052
Even if you canโt give, please share this message โ maybe it will reach someone who can . Iโll post every step of the journey so you can see exactly where your support goes.
DM me if you have any questions ๐ @byte_philosopher
Thank you, truly ๐
Family ๐, this year me and my friends started a small volunteering project. Weโre collecting exercise books, pens, pencils, and money for students who canโt afford them. Our dream is to reach 100 students โ and weโve already helped half of them.
But school officially starts this Monday (Sept 05, 2018 EC), and many kids are still empty-handed. Imagine going to school without even a notebook to write on . Thatโs why Iโm reaching out โ your support, big or small, can truly change a childโs life.
If you can donate, here are my temporary accounts (we plan to form a charity soon):
CBE
YOSTINA ABERA GOBIE
1000558198668
BOA
Yostina Abera Gobie
219988052
Even if you canโt give, please share this message โ maybe it will reach someone who can . Iโll post every step of the journey so you can see exactly where your support goes.
DM me if you have any questions ๐ @byte_philosopher
Thank you, truly ๐
โค18
Yostina | Bytephilosopher
โจ Letโs Change a Life Together โจ Family ๐, this year me and my friends started a small volunteering project. Weโre collecting exercise books, pens, pencils, and money for students who canโt afford them. Our dream is to reach 100 students โ and weโve alreadyโฆ
Most of you are asking how to start donating ๐. Honestly, thereโs no โbigโ or โsmallโ amount โ even starting with 10 birr can make a difference. Give what you can, from the heart ๐โจ.
Thank you
Thank you
๐ฅ5
Forwarded from Kirakos
Yea, Here is it guys.
Find your roommates and have a chit chat.
Stack
- Svelte Kit
- Drizzle ORM with Turso sqlite
- ShadCN-Svelte + customized style
Link: https://aastu-reut.vercel.app/
Star the repo: https://github.com/henacodes/reut
Share with your AASTU student friends ๐๐
#BuildInPublic #MyProjects
Find your roommates and have a chit chat.
Stack
- Svelte Kit
- Drizzle ORM with Turso sqlite
- ShadCN-Svelte + customized style
Link: https://aastu-reut.vercel.app/
Star the repo: https://github.com/henacodes/reut
Share with your AASTU student friends ๐๐
#BuildInPublic #MyProjects