Salam Dosto! ๐ Aaj hum baat karenge data science ki, jo ke aaj kal har field mein bohat demand hai. Ab, hum desi tareeqay se samjheinge ke data science kya hai aur isay kese seekha jaye. Toh chaliye shuru karte hain! ๐
๐ Data Science Kya Hai:
Data Science woh field hai jahaan per hum bade bade data sets ko analyze karte hain ๐ต๏ธ, taake hum patterns nikal kar, better decisions le saken. Yeh bohat saari chezein involve karti hai jese ke mathematics ๐งฎ, statistics ๐, programming ๐ป etc.
Step 1: ๐ง Basic Skills Seekho:
a) ๐ Mathematics aur Statistics:
Pehle toh apko thodi bohat mathematics aur statistics ki samajh honi chahiye. Aam tor par plus โ, minus โ, multiply โ๏ธ, divide โ, average ๐, median ๐ aur basic algebraic expressions zaruri hain.
b) ๐ฅ Programming Language:
Doosra, thoda sa programming seekh lo. Python ๐ ya R, ye doonon achi languages hain shuruwat ke liye. Yeh languages seekhnay ke liye aap โCodeacademyโ ya โKhan Academyโ ki madad le sakte hain.
Step 2: ๐ Online Resources se Parho:
a) ๐ Coursera:
Coursera per Dr. Andrew Ng ki course โMachine Learningโ bohat achi hai beginners ke liye. Yeh course English mein hai, lekin subtitles available hain.
b) ๐ฅ YouTube:
YouTube par bhi bohat saari tutorials available hain, jin se aap basics seekh sakte hain. Urdu ya Hindi mein bhi aapko bohat saari videos mil jayengi.
c) ๐ Kaggle:
Kaggle ek online platform hai jahaan aap datasets download kar ke practice kar sakte hain, aur doosre data scientists se seekh sakte hain.
Step 3: ๐ต๐ฐ Desi Projects:
Jab aap basic skills seekh len, toh kuch desi projects try karo. Jese ke:
a) ๐ Cricket Matches Analysis:
Pakistan mein toh cricket ka junoon hai hi. Aap kisi bhi past cricket matches ki data le kar, kaunsa player acha perform karta hai, kaunsa nahi, ye sab analyze kar sakte ho.
b) ๐ Bazaar Ke Rates:
Har roz sabzi, daal, gosht ki qeemat badalti rehti hai. Aap is data ko analyze kar ke dekh sakte ho ke kaun si cheez kab sasti hoti hai aur kab mehengi.
Step 4: ๐ฅ Networking:
Apne aap ko communities mein shaamil karo, jese ke Pakistan AI & Data Science ๐ต๐ฐ, taake aap logon se mil saken, aur seekh saken.
Step 5: ๐ผ Internship ya Job:
End mein, jab aapko feel ho ke aapne basic things seekh li hain, toh kisi company mein internship ya job karo. Practical experience se aapko bohat kuch seekhne ko milega.
๐ Bonus Tip: Consistency Is Key:
Ek cheez yaad rakhna dosto, consistency bohat zaruri hai. Har roz thoda waqt nikal ke parho, aur practice karo. Kabhi kabhi mushkil lagega, lekin haar nahi man’ni! ๐ช
๐ Kuch Useful Resources:
- Codanics
- Coursera
- Khan Academy
- YouTube
- Kaggle
- Stack Overflow
- GitHub
- LinkedIn Learning
๐ Final Thoughts:
Dosto, data science seekhna mushkil hai, lekin impossible nahi ๐. Bas thodi mehnat, dedication aur consistency chahiye. Aur haan, seekhte waqt maza bhi aana chahiye! ๐ Pakistan mein talent ki kami nahi hai, bas sahi guidance aur resources ki zarurat hai. Toh phir, shuru ho jao, aur duniya ko dikhao ke Pakistan mein bhi data science ke mahir hain! ๐ต๐ฐ Pakistan Zindabad!
great article
great article
Excellent write-up
Insightful piece
informative
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Tusi great ho sir.
Pakistan And Baba G dunu Zindabad
Pretty! This was an incredibly wonderful article. Thanks for supplying this information.
I was finding some basic projects for beginners. Sir thanks alot for giving some of the ideas like cricket match analysis and bazar ke rates. I will Surely work on this
great
I’m continuously impressed by your ability to stay focused and motivated. You’re doing an amazing job!
Your ability to break down complex concepts into easily digestible articles is truly commendable and has been immensely helpful for someone like me who is learning about this field.
Your dedication to sharing valuable insights, tutorials, and real-world applications is greatly appreciated. Your blog has become an invaluable resource for expanding my knowledge and skills in data science, and I eagerly look forward to each new post. Thank you for your outstanding contributions to the data science community!
A.O.A
Sir, i was totally broke out from everything i was hardworking for others since i was 13 years old now i become 28 after watching your contents videos and following you since last 2 months i realize that, asli maza to yaha parhny or seekhny ma hy. Now Al-hamdulillah i have learn a lot of new things from your videos and courses and trying my very best to become a skillful and dedicated personality to achieve my life’s mission/goals and become successful or strong enough thro your platforms.
All the credits goes to you Sir, Dr. Aammar Tufail. <3
AOA sir. Your way of teaching is very good. sir ya step 1 ma ap na jo points raise kia ha k statistics and Match ani cheyye. to is ma ya bata dain k statistics ma jo ap na ABC of statistics ki series rakhi ha us ma jo b content ha vo sab seekhna to ha. ab ya baat poochna chata hon k mean median mode SD, CI Margin of error , propbabilty in sab ki understanding develop honi kafi ha ya in sab ki practice k lia quesiton solve ker ker k b understanding kerni cheyye. ya python codes humain ya sab calculation kr k da ga bus hamain pata hona cheyey k ya ha kia?
Aslamu alikum sir.sab se phaly to app ki hr baat samjany ka bht acha andaz hai jisy kafi motivation milti hai.and bht acha se guide kr rahy hain thnks And God bless you.
Loving this writing if we learn together we can make a big difference. Python (DS) with desi tarka and faisalabadi style…..must love and learn
I’m learning Data Science with the same aim to expand it free of cost to others especially in Pakistan