Complete python roadmap | How to become an expert in python programming

Are you wondering how to be an expert python programmer? Then here is the best way you can. Watch this video till the end and find out the best way to learn python.
To be a successful python programmer, the most basic requirement is python knowledge. Your skill level doesn't matter, because you can keep upgrading yourself. Followed by this, a strong data structure and algorithm foundation is a must. This allows you to write better and compact programs. Don't forget to sharpen your debugging skills, and remember to use libraries wisely. PEP8 & coding best practices will aid you in writing readable code. It is always advisable to contribute to open source and review codes. Through this, you get a chance to interact with experts, and you can improvise on your skills with their guide. While learning python, never be ashamed to ask for help. But understand, it is important to ask the right question. If you misinterpret the question, you would be led nowhere. The last but most important step in the python developer roadmap is- Projects! Practice more and more projects to improve your python programming skills.
Without these skills, you might be able to write a python program that would function, but with these, you can write an efficient one.
🔖 Hashtags 🔖
#pythonroadmap #pythonexpert #pythonmaster #pythonforbeginners #pythonlearning #pythonprogramminglanguage
00:00 Overview
00:18 Python coding skills
04:32 Data structures and algorithms
05:36 Debugging skills
06:27 Using libraries wisely
07:23 Coding best practices & PEP8
08:26 Opensource contribution
09:45 Master the art of asking for a help
11:16 Python projects, projects, projects
Do you want to learn technology from me? Check codebasics.io/?... for my affordable video courses.
Python tutorial playlist: • Python 3 Programming T...
Datastructures in python playlist: • Data Structures And Al...
Coding best practices: github.com/codebasics/py/blob...
Debugging skills: • Debugging Tips For Beg...
Code organization: realpython.com/python-applica...
how to get projects when you don't have a job: • How to get programming...
1. Acquiring python coding skills
1.1 Beginner
1.2 Intermediate
1.3 Advanced
2. Data structures and algorithms
1.1 Using right data structure at right time. For example in this problem I've a list of customers and I want to extract list of unique countries. I can do it using a list but If I use set it will be more efficient and appropriate because set gurantees uniqueness
1.1 Datastructures in python playlist: • Data Structures And Al...
3. Debugging skills
1.1 All expert programmers I've worked with are very good in debugging
1.2 Sometimes people don't know what a conditional break point is
a. I've a small playlist on debugging skills: • Debugging Tips For Beg...
4. Using libraries wisely
1.1 Numpy - numeric computing library for matrices and multi dimensional arrays
a. I've seen programmers using python list for heavy numeric computing just because they dont know about numpy
1.2 Pandas - for data cleaning and data analysis
1.3 Scipy - Scientific computing
5. Coding best practices, PEP8 convention
1.1 Refer to these guidelines for coding best practices such as.
a. Compact code
b. Optimize variable creation
c. Avoid abbreviations as much as you can
d. Code organization: realpython.com/python-applica...
6. Opensource contribution and participate in code reviews
1.1 Chance to interact with experts. You learn a lot from code reviews
1.2 Show sample PR discussion: github.com/pandas-dev/pandas/...
1.3 Also review others code. This way you can learn from the code author as well as other reviewers
7. Master the art of asking for a help
1.1 Google skills: You need to know how to ask right question
1.2 Protocol when you are asking for a help. Stack overflow. Show that you have tried first.
8. Projects, projects, projects
Python projects playlist: • Python Projects
1.1 Start automating repetitive tasks with python
1.2 If you have a job then use these skills for projects at job
1.2 If you don't have a job
a. NGOs, relatives grocery store or a doctor
b. Video on how to get projects when you don't have a job: • How to get programming...
Need help building software or data analytics and AI solutions? My company www.atliq.com/ can help. Click on the Contact button on that website.
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[@codebasics]

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Really helpful and constructive roadmap to learn Python, Always wanted this kind of guidance. Thanks

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Glad it was helpful Umut!

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Jeff happy to help buddy 😊👍

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JEFF how about now? How far have you reached? Can you please share your experience of learning python? Have you got the job?

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I am a 14 year old boy from Kerala. I started to learn coding at the grade of 6th. I had a great interest is in Computer. But I didn't know what I wanted to in Future. I tried Cyber Security, Web development etc. But when I saw Dhaval sir's video, I got inspiration to learn Data Science. Now I am learning Machine learning from sir and Learning some Calculus along with Data Structure and algorithm. I am feeling so happy now. I know I am gonna be a great data scientist in the future. I just came to thank you sir! I really respect you! Keep doing what you are doing,Stay fit! I will definitely contact you when I will be successful! Lots of love from A Kerala Boy!

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How much mathematics is required to learn python,Java,C++,C#,CCC,Android studio and some Web development.

[@santhoshaili8942]

Hello Mr.Dhaval, Firstly thanks a lot for your time and effort in creating all the Python related videos and other videos. They are extremely good and I am going through them for my Python training. I wished to know from you that whether you have created all the videos as mentioned in your Python Roadmap video or do you intend to add few more videos for the Python Roadmap tutorials!! Your response will be much appreciated. Thank You

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Thank you so much for sharing the deep knowledge with us, have never been into scripting in my life but watching your video makes me think to learn about python & am sure your video will help me clear all the aspects of a common layman can :) One more thing, what is the difference between Python scripting & Powershell Scripting? pls, advise.

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I am a recent subscriber. I have watched some videos before subscribing, and I want to thank you just like I thank any creator who gives us his times for free. Thank you again.

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Oz, I appreciate you leaving a comment of appreciation

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Ankit, please stay positive and do not give up. Programming is not a rocket science and you can achieve heights of success by learning it. All you need is patience and constant practice. I wish you all the best my friend.

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Happy to hear that Mani!

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Sir i have somany doubts.....😄

[@codebasics]

Thanks and welcome. If you have doubts please post a comment here and I will respond

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For sure I think debugging skills and asking or searching in google with correct question frame are my favorite

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yes they are my favorite too.

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Tip:: I do mostly shell, whenever im idle i go to bash section in stack overflow review the new questions and answers, this for improving myself with new knowledge and help others with my knowledge.

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[@codebasics]

Glad it was helpful!

[@chinnumerinmathew2594]

I wish to pursue a career in Computer Vision. Could you pls do a video on roadmap for Computer Vision

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👍😊

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The most important topics are datatypes, lists, tuples, sets, dictionary, numpy, pandas, and matplotlib. That is sufficient to become an expert. All the basic statements if, else; for loop; while loop; is common to all the languages.

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You lost me at sets but I really stoped at numpy but then a gave another try and got till pandas my deep learning algorithm seems in tack

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Most comprehensive python tutorial series out here!

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Glad it was helpful!

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Welcome aboard!

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Great guidelines 🐍🐍🐍

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😊👍

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Uibbhuubu

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This is excellent….I’ll be back by Gods grace to give an update on progress soon! Thank you Sir!

[@mohit7717]

Amazing video sir ,Thanks for your help . Best roadmap your cover from basics to advance ,This is the best way any beginner can start with .I also follow this path but i do some less project . so if you want to be an expert project is must .If your learn all the thing that sir mentioned in the video that the best way and try to do some projects too that makes you better day by day and became an expert .

[@dishantkumbhar8822]

Oh man , u guided me through a proper roadmap . I tried to find this type of roadmap but couldn't find. Thanks a lot, Can u plz make such a great roadmap for data science as well, it will help me a lot. How to start , problems we can face as role in data scientist, plz cover everything .

[@codebasics]

Sure I will add that video soon

[@ankursingh8544]

One Question : To become a data scientist, do I need to be an expert in Python? I lost my job due to this pandemic and want to make more projects and want to get into data science field.

[@codebasics]

For data scientist you need intermediate python skills. Don't need to be an expert

[@ankursingh8544]

@@codebasics Thanks Sir for clearing my doubt. Being a software engineer, I think I have intermediate Python skills although i have started your python course taking some more knowledge of it. I want to be a Data Scientist hopefully I will become soon

[@ankursingh8544]

@@codebasics you are doing great sir and a big Thanks for all the knowledge you are giving us

[@reggieangus5325]

No, not an expert in Python. You need to be an expert in Math and Statistics. Data Scientists in the US generally have a Masters in Statistics or Mathematics. Math is more important than programming ability in DS. You can always teach programming but you can't always teach the foundations of Math.

[@adiflorense1477]

@@ankursingh8544 Amen!

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I have just subscribed to your channel and I love it, you are very organized. Thank you

[@artipunit]

Great video Dhaval Sir. Hats of to you.

[@PriyaAmar848]

I need some good idea on Sql data base and which free resource to practise. It would be good if interview question types are revealed so that the candidate who prepares can hav me idea. I’m focusing mainly on data analyst jobs now USA in retail sector. It would be great if you can throw some light here with good resources to learn and practise.

[@codebasics]

For SQL, khan academy has good course, also kudavenkat is a good youtube channel. For practice i am not sure , just google it

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I follow a lot of Software Engineering Channels, however, yours is definitely the best. Keep up the great work man, and thank you for your help! Your channel and brand will undoubtedly explode in popularity 👌🏼👍🏼

[@codebasics]

I am happy this was helpful to you.

[@bhagawatjadhav7922]

I liked your time index for topics, so only I made my mind to go ahead and watch the video.

[@malathivemuri2424]

Every tip is awesome and feels new and very motivating. Thank you so much sir.highly appreciate

[@rajgsrinivas]

I'm gonna start Python. Thank you very much. I don't have neither programming or Math BG. Is it possible for me to learn.

[@ajmalali7050]

You need to have basic mathematic Background. Atleast 10th STD level.

[@CodinIndia]

Yes you can. First of all try to learn basic syntax and concepts of python. Later on you will automatically get used to of maths and programming. Hope you get my point

[@UsmanSaleemSulehri]

Yes.

[@TonydeSa]

I am a 72 year old and I am learning Python. I have done one basic course on Coursera (Py4e) successfully and I am still trying to learn more. I am impressed by your current video and I will go through your full library of videos on Python Programming.

[@codebasics]

Great. I am so inspired to learn that age is not a barrier for you in learning. This is the kind of attitude we all should have. I wish you all the best and post in a video comment If you have any questions

[@sumeshs2119]

@@codebasics he is making fun of you I think🙄

[@keifer7813]

@@sumeshs2119 What are you talking about?

[@dizzytechnician]

thanks for it I'm just looking for this Thanks sir for the playlist to learn Love from West Bengle , India

[@user-mg8mv7tn6j]

You are a man full of wisdom and also the gift of teaching, all the videos you make were so great, and amazing, I pray that you will be full of tremendous health and surplus creativity, keep it up.

[@Learning_to_be_responsible]

Dear sir, can I become a data analyst with irrelevant experience? I mean from a teaching profession to data analyst?

[@codebasics]

yes you can. no doubt about it

[@siddharthmishra1224]

Sir I am a civil engineer for last 4 years but now I wanna switch in to IT sector , could you please suggest me which would be best way to start

[@codebasics]

yes. in your field find some boring repetitive tasks and try to automate them using python

[@MUHAMMADIBRAHIM-gd1xp]

I stream KZbin videos alot and i dont know how KZbin algorithms work but i have never came across anything like this, like am extremely happy... Thank you very much

[@techtutsindia]

Thanks for sharing this wonderful information. 👍

[@jaswanthnelam]

how much time would it take to learn python shifting from java

[@codebasics]

Python is extremely easy to learn compared to JAVA. For you it should take probably one month or two

[@nsptech9773]

I have programmed a lot in programming languages like Java, C and I know them pretty well but, *Python is a life saver.* Python has certain bunch of libraries which will help you get shit done literally within a matter of seconds which other programming languages won't offer.I wrote a python script which will automatically attend and mark my attendance 😀 during my online lectures. For Performance sake I may go with C or Java, but if I want to get a serious thing done for myself then I will certainly go with Python not because its easy to use. Damn, You can automate

[@codebasics]

I totally agree. I used to code in C++ 6 years back but when I picked up python I have never looked back. Time to market matters the most :)

[@kothuripurnavenkatanaveenb1765]

@ NFC Tech Hi, could you tell how to write attendance during online classes. Please tell. Reply me share your code

[@nsptech9773]

@@kothuripurnavenkatanaveenb1765 Sure! It's easy, search pyautogui and you will immediately figure it out. Anyway, my code is only working on my pc, so I need to fix that. Once it's fixed, I will surely share my code with you, I may even make a tutorial on my channel if needed :)

[@scientificgalaxy1883]

How much mathematics is required to learn python,Java,C++,C#,CCC,Android studio and some Web development.

[@scientificgalaxy1883]

How much mathematics is required to learn python,Java,C++,C#,CCC,Android studio and some Web development.

[@anisarafat6591]

I can not explain to you how much appreciation from this video. Thank you very much and I will be following your instructions.

[@codebasics]

Glad it helped

[@sanmatipol3201]

Thank you very much , for developed roadmap sir.🙏🏼

[@ArunKumar-yb2jn]

I like the Thai Spa music in the background.

[@codebasics]

ha ha .. nice :) thanks for that feedback

[@MaheshKumar-po6hk]

PyGOD 🙏🙏🙏🙏🙏 so fantastically sounded on python and how to achieve the levels in Python

[@SMCGPRA]

Yeah pygod found after long time of meditation on KZbin. That too desi pygod

[@codebasics]

ha ha pyGOD. you guys are so creative :)

[@anandvamsi5141]

wow!! Thats a nice video bro !!!

[@shesonjose9247]

Recently started to watch your videos. I have to say you are good. Just an observation, if i may, i played your video at speed 1.25 and it seems like you have much more energy in that rate!! :) Keep up the good work...You are an inspiration for me. Thank you for that!!

[@codebasics]

great that's a good feedback, I played it at 1.25 and see the difference. The thing is some people like it when I am not going too fast. Anyways this playback speed feature of youtube is indeed very helpful :)

[@ScholarStream_25]

Print ("thank you sir")

[@codebasics]

Very good :) Thanks

[@ruchirchandna3012]

class sir { public static void main (String args[]) { System. out. println("thank you sir") } }

[@thekhozynmaster]

When u hear that accent I know everything going be good

[@codebasics]

☺️👍

[@lohithArcot]

What accent? Foreign return or Indian?

[@vamsikrishnaaliveli938]

Hi Dhaval bro, I loved your channel after seeing this one . I know basics of python , i thought to excel in python then i saw this video ,Its good . In this i liked the points of open source projects contribution, asking or posting issues in Stackoverflow . Once again ,thank you for this nice tutorials

[@renganathanmutthiah9150]

Excellent Video! This is of very good quality. Thanks for your great effort!

[@codebasics]

Glad you enjoyed it!

[@fayazansari2827]

How much statistic knowledge is enough to start with data analysis and how much maths do we know.

[@its_kumar]

You don't need too much deep knowledge of statistics to start data analysis but the basic statistics, mathematics is required like- Knowledge of metrics, Coordinate system, Equation of lines and knowledge of axes, Mean,mode,median, percentile, etc. Knowledge of charts, bars, histograms, etc.

[@fayazansari2827]

Thanks brother 👍

[@codebasics]

I agree with kumar shanu

[@shreehari2589]

@@its_kumar could you list for Data Science

[@its_kumar]

@@shreehari2589 for data science add linear algebra, probability, calculus to that list. Only the basic knowledge is required don't learn in too much deep. You can learn these topics along with your data science tutorials just google the topic which seems new to you, you will find a lot of blogs to learn that topic.

[@gracechan3039]

"Also if you have a relative, let's say he's a doctor.." lol

[@codebasics]

ha ha.. yea :) having doctor or a businessman relative helps with projects :)

[@TOONJIDON]

Hi mam

[@TOONJIDON]

Hi Grace chan

[@einsteinwallah2]

ha ha ha ha ... i have a doctor and a businessman relative in my fantasy and doctor gave me anxiety pill and businessman already gave me a million dollar all in fantasy ... i did not even have to learn any hard tech stuff ... alas all these happened in fantasy only

[@simonzeta934]

Its just i need to my professional learning!!! Thanks for this video!!!

[@codebasics]

👍😊

[@suryarajjadeja9695]

Well this did cleared and specified my doubts and their solution. Thank you man

[@codebasics]

suryaraj, i am glad it helped

[@andr3wpex]

I am glad that youtube algo brought up this channel. Excellent video, thanks.

[@codebasics]

Thanks for watching!

[@anubhavbigamal6256]

This video is so good and precise. All great pointers! Thankyou :)

[@codebasics]

😊😊

[@USER-el8sk]

Wow. he has given replies to almost every comments.. Such a great man u r.. love u

[@codebasics]

I try my best Pitch :)

[@adaariina7175]

Wao superb! Thank you so much. Yes im going to watch all your tutorial.

[@codebasics]

You are most welcome

[@deepakshankar8597]

You are doing great work Sir. Thanks a lot for sharing your knowledge.

[@codebasics]

😊👍

[@MOHAMMEDHOQUE]

Excellent presentation with nice explanation. Mohammed Hoque, Software Developer

[@MrMukherG]

Thanks i just came across this video and i will get started with the course . Thanks

[@subuqerpsmja]

I could see lots of detailed python tutorial videos on a youtube channel *wityy jester* would like to share this among others regarding interview point of view it s very useful. And the speciality is that particular youtuber is addressing all our doubts personally

[@vnpikachu4627]

Thanks for sharing your wisdom! Keep make more incredible videos 🥰

[@codebasics]

Thank you! Will do!

[@nguyenthituongvi6175]

Thanks so much for sharing! Very useful and hope to have more in the future.

[@codebasics]

Glad it was helpful!

[@AndrewMoMoney]

Excellent full roadmap, this is top caliber stuff

[@codebasics]

👍😊

[@jibin7277]

This is useful :) Thank you , all your videos which I have seen so far are great

[@codebasics]

Glad you like them!

[@samirnaringrekar]

Absolutely awesome and To the point information you shared. How can a non programmer excel in Python ? Especially a PM or BA

[@knowledge2772]

I just started to watch, but can say. You are Brilliant. Easy to understand. Step by Step Teaching etc. Superb...

[@codebasics]

☺️👍

[@sameerzopate7710]

Really liked the background music, very relaxing and calm.

[@being____sharma]

I had seen much videos before and I had just randomly selected this video and it's such a great video. Thank You so much sir I will start following you from now and I hope your page will help me a lot. Thank You..🙏🏻🙏🏻😄

[@codebasics]

All the best aditya

[@pinguzkitchen3669]

Wonderful tips to succeed. Your channel already provides step by step way to be a good python programmer.

[@codebasics]

Glad to hear that!

[@MuhammadKhan-ok3hf]

Best wishes ever, Thank You

[@chandum5162]

For the first time I watched your teaching sir,it's really great. You have explained in a cool way sir.i subscribed your channel

[@drshell2]

Beautiful work and very sincere personality...keep up the good work... I will go through your tutorials

[@codebasics]

Thank you very much!

[@aryasamaya]

Best overview of Python for Beginners I have seen.

[@codebasics]

😊👍

[@Zaitkay]

Dear sir I'm glad to reach your channel and i hope for my future to learn about python from your teaching

[@codebasics]

All the best

[@sasmal100]

Amazing video! My favourite tip: work on free projects if you do not have a job in hand. Keep sharing ideas and tutorials!

[@codebasics]

Thanks! Will do!

[@2006minesh]

Thank you Bhai just started python programming your video is very motivating. Jai hind. Minesh South Africa

[@satyashyam1570]

Excellent sir for your videos content

[@sonalilagnajita8740]

Its a full package video. I was finding for it from months. Thanks a lot.😇😇😇

[@codebasics]

Most welcome 😊

[@lolayen1868]

Sir u r amazing just replying each and every comments I didn't see anyone like this I'm totally impressed by ur patience and kindness for ur subscribers and viewers It is pretty much inspiring U had got the golden key of life sir Hats off 👍👍👍🙏🙏🙏🥲

[@ahmedkmeleon]

I really like this video everything is so well explained !!!! Bravo

[@codebasics]

😊👍

[@ibekwevictor1158]

your video's are very helpful...all thanks from Nigeria