How I would learn Data Science( If I had to start over! ) | Don't Make these Mistakes in 2024

Поделиться
HTML-код
  • Опубликовано: 22 янв 2025

Комментарии • 226

  • @viswes3844
    @viswes3844 2 года назад +29

    Mistakes
    1) False expectations
    2) Not following single roadmap
    3) Lack of consistency
    4)ignoring pillars of data science -python, sql and statistics
    5)ignoring pillars of data science-Data Preprocessing, feature engineering ,exploratory data analysis
    6) Not working on real-world datasets
    7) wrong order of study(ML algorithms)
    8) Not focusing on deployment
    9) not starting interview preparation on day 1
    10) not having mentor or study group

  • @PavanKumar-uw7si
    @PavanKumar-uw7si 2 года назад +68

    My mistake is to aim for perfection instead of completion.. learning the same thing in multiple ways which drains so much of time ..Research thodi kr rhe hain itna time bithane ke liye... Learning --Implementation---Learning--Growing .. cycle should be like this. And my other mistake is to ignore deployment of models

  • @SahilAnsari-gl3xu
    @SahilAnsari-gl3xu 2 года назад +13

    Mistake done by me while learning DS/ML/Python:
    Memorizing syntax - I was thinking I should write code without using google. Even in interview no one expects correct syntax from you, all they expect from u is how much you know concept. Though you must know basic syntax to clear coding round.

  • @shashankbangera7753
    @shashankbangera7753 2 года назад +7

    Thanks!

  • @veerendrasathwik2715
    @veerendrasathwik2715 2 года назад +17

    I haven't aced any interviews yet but aced all these mistakes Thank you for bringing these small(but big) mistakes into light.

  • @udittayal4701
    @udittayal4701 2 года назад +31

    1. Revising python libraries again and again. It is a high possibility that you may forget the numpy pandas operations during execution. So you just need to take overview of code from internet and eventually you will start remembering them after 8-10 datasets.
    2. Consistency - For this spiral method works which sir suggested i.e first take overview of topic and then do the topic again (Its like ek ek karke dhaage kholna)
    3. No friends to study and never tried to talk with random.
    Extra:
    4. Mental Health - Jabtak dimmag shaant nahi rahega , business wala dimaag nahi chalega aur fir data science mein maza bhi nahi aega.

    • @nightingale180
      @nightingale180 2 года назад +2

      totally agree , i spend 1 month ,and each of its day in frustration ,as i wanted to cover so many topics in one day.

    • @deepeshhyalij7223
      @deepeshhyalij7223 2 года назад +1

      could you be my mentor plz

    • @AbhayBisht-eb6qd
      @AbhayBisht-eb6qd Год назад

      Love you bhai ❤️

  • @AbhishekV-m8i
    @AbhishekV-m8i Год назад +3

    1. Set fair time period to learn
    2. Stick to one Roadmap
    3. Consistency
    4. Masters the pillars of data science (Python, SQL, Statistics & Maths)
    5. Master -> Data Preprocessing, Feature Engineering, Exploratory Data Analysis
    6. Try to work on Real Life Datasets
    7. Give much time learning important ML algorithms
    8. Deployment and management of Model
    9. Prepare for interview simultaneously after learning anything
    10. Motivation by mentor/study groups

  • @rishabhvyas856
    @rishabhvyas856 2 года назад +17

    I'm following your machine learning roadmap from start to end. And deep learning is still going on. Thank you sir ❤

  • @bytejourneyx
    @bytejourneyx 2 года назад +13

    1. Changed my roadmap quite a few times, which slowed my learning drastically. I think I studied same Pandas, Numpy, data viz libraries more than 2-3 times, but studied the same thing just for this mistake.
    2. Inconsistency. I learnt, I stopped, and I forgot. And again the same circle!

  • @surabhipandey648
    @surabhipandey648 7 месяцев назад +3

    I have done all these mistakes and was demotivated. I will start again after watching this video. I purchased your DSMP 2.0 program. I found a good teacher now but very late.Thank you for being so honest in your teachings and making ML concepts easier for us.

    • @rishavkumar7848
      @rishavkumar7848 17 дней назад

      hello bro whats up
      kaisi chal rhi hai prep

  • @radhikawadhawan4235
    @radhikawadhawan4235 10 месяцев назад +1

    Mistakes in my DS journey 1. Focussing on implementation rather than in-depth knowldege. 2.Not getting into depth of things/ Having a superficial approach. 3. Thinking I understood it without actually understanding

  • @sanmeetsingh4538
    @sanmeetsingh4538 2 года назад +4

    Great to know about you were a software developer !
    It gave a quite motivation 😊

  • @pawankalyan6484
    @pawankalyan6484 7 месяцев назад

    The video was like a mirror for me .
    I realised I was doing the same mistakes, but still in my learning phase so I can rectify it.
    Thank you so much for sharing

    • @khabibnurmagodev8747
      @khabibnurmagodev8747 22 дня назад

      revisiting after 8 months
      did the same mistakes again
      but i am here again to recalibrate and take up on the action 01/01/25

  • @vedantbhenia9085
    @vedantbhenia9085 2 года назад +8

    I was learning ML for about a year (to be honest I was frustrated)and I saw this video, I am committing 6 out of these 10 mistakes. Thanks to him for letting me know what I was missing. In the last part where he mentions that one should have a mentor or a study group, I totally agree with that and that someone who wants to team up is welcomed.

    • @mysterysoul1936
      @mysterysoul1936 2 года назад +1

      I'm new to ml ,will u team up?

    • @vedantbhenia9085
      @vedantbhenia9085 2 года назад

      @@mysterysoul1936 sure we can

    • @mysterysoul1936
      @mysterysoul1936 2 года назад +2

      @@vedantbhenia9085 where can we start and communicate?

    • @shivambansal1993
      @shivambansal1993 2 года назад +1

      I too have the same story as you. I too am learning for over a year with lot of inconsistency.
      I want to team up if its fine with you.

    • @omsingh4319
      @omsingh4319 2 года назад

      I also want to be in team,
      Please add me too

  • @AIKnowledgeSharing77
    @AIKnowledgeSharing77 2 года назад +3

    All most all mistakes i have experienced from from same bhai.. and started over coming from them... any way thanks for sharing without any hesitation.... 👍

  • @AI_TechByAKA
    @AI_TechByAKA 2 года назад +1

    Me bhi yhi mistake kr rha hun 6 months me data science khatm...aapka roadmap sahi he ....consistent ni hona ek ar galti ...python ,sql ,statistics strong krna ye sahi baat he ...data clean krne pe aaj se focus rahega maximum....real world data set and pe abhi tak me try ni kiya ........interview preparation wali baat sabse important .........thanks for this suggestion

  • @611aiwithnoor
    @611aiwithnoor Год назад +1

    Sir i have followed all your course and for me you are best teacher regarding data science. I want you to create a playlist on model deployment and integration into website, android app and desktop application.

  • @adityachaurasia1370
    @adityachaurasia1370 2 года назад +1

    Now i am realising that I am doing same kind of mistakes.
    Thank you so much.

  • @yashsahu7645
    @yashsahu7645 12 дней назад

    My mistake was that I was Inconsistent due to which I took gap after learning something. In my view consistency is very important in everything. No matter whatever you are learning.

  • @mayankbhatt1308
    @mayankbhatt1308 2 года назад

    ye 10 points bahut zyada kaam ane wale hain...bahut zyada...shukriya nitish bhai ❤💯

  • @mujtaba1719
    @mujtaba1719 Год назад +2

    Sabse badi galti ki kisi bhi institute ko bina sonche samjhe ya research kiye Bina join kar lena. Human nature hota hai ki first impression me agr koi chiz acchi lagi to hum usey hi consider krte hai aur isi cheez ka sales person advantage utha te hai. Before enrolling for any course try to ensure ki unka product kesa hai fomo me aakey join na kro. Aur Mentor ko khojne ki zrurat nahi hai wo yaha maujood hai sab Eklavya ban jao ab....

  • @vikaskadam9842
    @vikaskadam9842 2 года назад

    Thanks

  • @jasondeb2678
    @jasondeb2678 10 месяцев назад

    I will be following your advice religiously from now on bro, thank you sharing these invaluable knowledge and tips

    • @18inchhArms
      @18inchhArms 10 месяцев назад

      Hi bro are you getting started in data science we can connect on linked on

  • @dineshshejwal8149
    @dineshshejwal8149 2 года назад +1

    Your content is so valuable.....you must get millions of viewers
    One day you will be
    Thanks

  • @shivaaynamah6612
    @shivaaynamah6612 2 года назад +1

    I think you have covered all common mistakes that anyone can do or have done in past. Apart from this, I think one can also be distracted by some other courses just by seeing their salary and scope or may lose hope by seeing any negative feedback or review about data science. So, if you have decided to become a data scientist then remain stick to the course until you got a start in this field

  • @rishioutstanding
    @rishioutstanding Год назад

    Thank you sir, for the roadmap. Your videos are really good, to be frank it is perfect for people like us who are from non-technical background.

  • @siyays1868
    @siyays1868 2 года назад

    We r very lucky to have a mentor like u sir. Very greatful to u n ur channel. Thanku so much. I did same mistakes u told. Still learning. Now that ur channel is there , i stay motivated.

  • @UmairAsDev
    @UmairAsDev 6 месяцев назад

    I am doing all these mistakes but thanks for this video now i know what i need to know or focus on

  • @muhammadumair1280
    @muhammadumair1280 2 года назад +3

    It's been almost 3 months i have started learning n practicing data science stuff trust me doing simple exploratory analysis on real world data is very difficult compare to learning ml dl models n maths

  • @mrmixture3155
    @mrmixture3155 Год назад +1

    the same situation is going with me, thanks for guide.

  • @dwaipayansaha4443
    @dwaipayansaha4443 2 года назад +1

    I mainly face problem in understanding deployment of models since I am from non CS background.
    I have a fair grasp and understanding of algos and statistics since I am a statistics student.
    Second thing is writing complex sql queries. I really face a hard time dealing with them.

  • @likeashutoshkumar197
    @likeashutoshkumar197 2 года назад

    Loved to see you ❤️ awesome job brother

  • @ShubhamVerma-wf3vc
    @ShubhamVerma-wf3vc 2 года назад +1

    Bhaiya thanks, mentor nahi mila aap kai jaisa.

  • @shivnandanrai916
    @shivnandanrai916 3 месяца назад

    I am master student in AI and all these things in my cirruculam 1. mistake I have not done learn theory that spoil time to learn practical and practice again so try both things parellel....theory and its practice

  • @narendraparmar1631
    @narendraparmar1631 Год назад

    Thanks for sharing this useful knowledge

  • @Amitkumar-sf6wn
    @Amitkumar-sf6wn 2 года назад

    I am following your roadmap , Thank you so much

  • @balrajprajesh6473
    @balrajprajesh6473 2 года назад

    That's some extremely good advice. Thank a lot for this.

  • @TechAbabeel
    @TechAbabeel 2 года назад

    Guys I will recommend you for this course:
    Core Python (Hindi): ruclips.net/p/PLbGui_ZYuhigZkqrHbI_ZkPBrIr5Rsd5L
    Advance Python (Hindi): ruclips.net/p/PLbGui_ZYuhijd1hUF2VWiKt8FHNBa7kGb

  • @tusharshukla9361
    @tusharshukla9361 10 месяцев назад

    12:05 #mistake no. 7 (wrong order of studying ML Algorithms) what did you said -> SBF(Selection By Filtering) OR SVM (Support Vector Machine).....Please Reply

  • @ashubaviskar3134
    @ashubaviskar3134 3 месяца назад

    Please make one video on actual day to day work off datascientist or in other word what is the actual profile in company

  • @ramanandagovindappa9114
    @ramanandagovindappa9114 2 года назад

    Correctly said Bhai, inconsistent, less practice are my mistakes. Now i need to work on because I am from Non-tech background.
    While watching videos it looks like a cakewalk but in real it's not!!

  • @AbhishekMishra-jd4bn
    @AbhishekMishra-jd4bn 2 года назад +45

    3-Pillars Python, SQL , Maths(Stats, Linear Algebra, Probability)
    TOP 10 Machine Learning Agorithms
    Linear regression
    Logistic regression
    Decision tree
    SVM algorithm
    Naive Bayes algorithm
    KNN algorithm
    K-means
    Random forest algorithm
    Dimensionality reduction algorithms
    Gradient boosting algorithm and AdaBoosting algorithm
    Comment if Order is right, As I have just copied it from google.

    • @prasadkulkarni7195
      @prasadkulkarni7195 2 года назад +1

      1 KNN 2 naive bayes 3 linear regression 4 logistic regression 5 linear SVM 6 dual form of SVM 7 gradient descent 8 decision tree 9 random forest 10 GBDT 11 ada boost 12 Xgboost 13 PCA 14 t sne

    • @sunandadebnath96
      @sunandadebnath96 2 года назад

      you miss the main one merge the skills with different business domain

  • @A-B-U-L-L-A-H
    @A-B-U-L-L-A-H Месяц назад +1

    Python maa expert bnana k lia konsa platform best ha. Although k aap k bee ha. Aap apna ilawa kis ko suggest kroo ga.

  • @pavanpc5146
    @pavanpc5146 2 года назад

    I am an Aeronautical Engineer who wants to be in Data Science and i am learning all the skills needed by Data Analyst just to get a job and get going in the data field is this the right approach.

    • @atharvkumar9740
      @atharvkumar9740 2 года назад

      Why are you come to data science filed?

    • @pavanpc5146
      @pavanpc5146 2 года назад

      @@atharvkumar9740 Because I am Interested

  • @pritam_narwade
    @pritam_narwade 2 года назад +2

    Thank you sir for your valuable lessons

  • @mridang2064
    @mridang2064 2 года назад

    Thanks for these priceless tips Legend Nitish Sir

  • @joydebmondal5522
    @joydebmondal5522 Год назад

    This channel is underrated

  • @huzaifasuffian
    @huzaifasuffian Год назад

    The biggest mistake I have done so far is that I became a perfectionist. In my opinion, you should find how much knowledge is important to just start and Practice, Practice, Practice. So that while practicing you will automatically start googling thing and learn.

  • @vaibhavidharne4618
    @vaibhavidharne4618 2 года назад +2

    I focused on only ml and I judge core python that was my mistake.... focused on only libraries which are like pandas ,numpy..etc In this field python is also more important....

  • @pritamsaini2918
    @pritamsaini2918 Год назад

    You have covered the syllabus along with mistakes. Syllabus is huge

  • @maheshpatel2005
    @maheshpatel2005 2 года назад

    Nice advice bro...you saved tones of time

  • @garrysandhu4197
    @garrysandhu4197 Год назад

    Thank yoy so much this will be extremely helpful for me.

  • @ShubhamSingh-iq5kj
    @ShubhamSingh-iq5kj 2 года назад +2

    Please made a vedio on open source contribution in field of data science

  • @aakarshanjha9152
    @aakarshanjha9152 Год назад

    Can you please make a playlist of end to end project using real time dataset .

  • @chetanmishra3082
    @chetanmishra3082 Год назад

    How much python is needed for data science or data analysis

  • @sambhavmehta675
    @sambhavmehta675 Год назад

    Suppose I completed a topic eg mangoDB or stats. So where can I find projects related to the topics which I have completed?

  • @akashsaini6339
    @akashsaini6339 2 года назад

    Great video....I just started learning Data Science.....This video will really help me not make these mistakes. If anybody is also like me who have just started can connect to me to form a study group.

    • @az-zoha
      @az-zoha Год назад

      how's your journey going??

  • @waqaralam7519
    @waqaralam7519 2 года назад

    Disquard ka link hai kya

  • @aidataverse
    @aidataverse 2 года назад +1

    Bahut achchha video hai guys

  • @himanshurai85
    @himanshurai85 2 года назад

    Bhai source b bta do kaise pdhna hai kahn se ??

  • @aashishmalhotra
    @aashishmalhotra 2 года назад

    Though i have already done most mistakes but I'll try to improvise them from now onwards.

  • @harshjaiswal3078
    @harshjaiswal3078 2 года назад +8

    Biggest mistake not having mentor like you yet

  • @Mohitsahachowdhury
    @Mohitsahachowdhury 2 года назад

    I have done all this mistake, join creating any study group should be first thing I have to do.

  • @xdxd525
    @xdxd525 2 года назад

    Feature engineering kya hota he?

  • @ravigautam_ai
    @ravigautam_ai Год назад

    Discord group kaise join kare

  • @Rohit-bf9uk
    @Rohit-bf9uk 2 года назад

    Sir I m not getting ur discord community plzz help

  • @memes2286
    @memes2286 2 года назад

    Nice advice..... it helps a lot..

  • @whitepanda95
    @whitepanda95 Год назад

    Can you take a survey on the same topic and display results where most people make mistakes because what you said is true to core also if you post on website it helps learner to have a glance plus we get evaluation were majority goes wrong 😅

  • @sanjananetam1632
    @sanjananetam1632 Год назад

    Thankyou so much 😊✨🌼

  • @Danish_Khan_
    @Danish_Khan_ 2 года назад +3

    Hi sir, i am new to your channel from machine learning roadmap video
    So now, i have to follow your this video and your ML and DL course of 100 days or i have to follow roadmap resources?
    Which one ?

  • @nidhisharma302
    @nidhisharma302 2 месяца назад

    What is discort community?How can I join?

  • @pawanprajapati0512
    @pawanprajapati0512 Год назад

    very informative video. 🙏🙏🙏🙏

  • @sumansadhukhan1845
    @sumansadhukhan1845 2 года назад

    Is Data science field bright in 2023?
    Future scopes comparing others tech fields?

  • @AkhileshKumar-bv2gc
    @AkhileshKumar-bv2gc 2 года назад

    I have statistics background my mistake is, do not practice regularly of coding.

  • @vg-ur8cg
    @vg-ur8cg 2 года назад

    sir data analytics k liye bataiye kaise start kare

  • @aasimgandhi69
    @aasimgandhi69 2 года назад

    1-> Not eating from one plate jumping here and there and last getting sleep without eating required food.
    2-> Not having an proper mentor and also not having an partner of study.
    3-> Not following a particular roadmap.
    4-> Having so many resources to learn but don't know how to consume the efficient one with immediate effect.
    yet many others are there

  • @AngryRY124
    @AngryRY124 2 года назад

    How much python should I master...like I have done the basics till object oriented programming

  • @neelsoni13062
    @neelsoni13062 Год назад

    Amazing ❤

  • @monikasaini6858
    @monikasaini6858 2 года назад +1

    sir please make a full data science roadmap for us🙏🙏🙏🙏🙏🙏🙏

  • @priyanshunegi8555
    @priyanshunegi8555 2 года назад

    Sir final year wale data science and DSA ko kese manage kare study k lie

  • @thethreemusketeers4500
    @thethreemusketeers4500 2 года назад

    Thank you sir ....
    plz sir time series forecasting p video bnao.

  • @HimanshuSharma-we5li
    @HimanshuSharma-we5li 2 года назад +1

    Sir, ek deep learning roadmap

  • @amitgoswami7856
    @amitgoswami7856 2 года назад

    Great mentor for me

  • @ss-hm6ey
    @ss-hm6ey 2 года назад

    I have ignored deployment. Need to focus on it.

  • @mayurighade3100
    @mayurighade3100 2 года назад

    Sir i also started learning ml algo initially and was not knowing python sql. I face difficulties daily

  • @preetgarach9424
    @preetgarach9424 2 года назад +1

    2nd one happened with me as well...

  • @priyanshugupta2104
    @priyanshugupta2104 2 года назад

    Sir pls make a video on k fold cross validation
    Sir maine abhut saara video dekha par usme acche se explain nahi Kiya gaya hai
    Aap ek video banao aur statistics par bhi video banao
    Apne playlist me dusre ka video daala hai
    Sir it's very important for me I am watching only your video , getting understand with your video only
    Humble request from honest student to best teacher

  • @raviranjan1968
    @raviranjan1968 2 года назад

    Interview clear karne ke liye kitna syllabus padhna chahiye and kitna time lagega ?

  • @prasadkulkarni7195
    @prasadkulkarni7195 2 года назад

    I didn't work on end to end project.

  • @dakshbhatnagar
    @dakshbhatnagar 2 года назад +2

    This is definitely a helpful video. A mistake that I think I made was rushing too quickly into coding and not focussing more on basic stuff like MS Excel and SQL.
    Edit: Trying to land my first data role ever.

  • @manojmachagiri9956
    @manojmachagiri9956 2 года назад +1

    U saved my life thankyou ❤️

  • @hj74746
    @hj74746 Год назад

    How to join discord group?

  • @soujanyakalita4754
    @soujanyakalita4754 2 года назад

    Thankyou sir, I am following your Roadmap. Sir, can you please update the roadmap since you said you will update some more things.

  • @anshumandas2778
    @anshumandas2778 2 года назад

    Sir where did you learn data science, can u tell that ??

  • @niteshraghav2323
    @niteshraghav2323 2 года назад

    Thank you so much ❤

  • @harshasrivastava5717
    @harshasrivastava5717 2 года назад

    Thank you so much sir

  • @ankitkapoordirector6087
    @ankitkapoordirector6087 2 года назад

    Sir mujhe yeh ni smj aata h ki mai python kse seekhu mtlb kaha se start Karu kya kya sikhku sirf data science ke liye

    • @VivekSingh-qi7ov
      @VivekSingh-qi7ov 2 года назад

      Taking coding ninja python with dsa course acche se ho jaega python

  • @sandipansarkar9211
    @sandipansarkar9211 2 года назад

    where is your discord group sir?

  • @ABHISHEKGUPTA-vi8vh
    @ABHISHEKGUPTA-vi8vh 2 года назад +1

    Is data structures alogo is imp for data science?

    • @AngryRY124
      @AngryRY124 2 года назад

      Same question

    • @AngryRY124
      @AngryRY124 2 года назад

      I think it's not important for data science...but if u want placement then u surely have to learn it

    • @VivekSingh-qi7ov
      @VivekSingh-qi7ov 2 года назад

      It’s important bro do till leetcode medium questions, and cover till Bst, hard questions and graphs dp’s questions are not much asked

    • @AbhishekMishra-jd4bn
      @AbhishekMishra-jd4bn 2 года назад

      Array, string and Linked list ruclips.net/video/USxab2QN3hA/видео.html watch this video, you will get very useful advice, and then stop searching for this question, because Every one will say you have to like Software Engg aspirants easy and medium level leetcode and which is relevant for MAANG

  • @AbhayBisht-eb6qd
    @AbhayBisht-eb6qd Год назад

    Sir is 100days of machine learning playlist enough to crack machine learning interviews??