Curating all the resources that I mentioned in the video: Prerequisites: Basic level Math (mainly probability, linear algebra, differential calculus, statistics) Basic level Python (can learn from anywhere & practice few coding problems on it) Tools to play with data: (Kaggle will be really helpful here not just in terms of datasets, but it's EDA discussions) SQL Numpy Matplotlib Pandas (for tabular data) Opencv (for image data) Satosa (for understanding image kernels) NLTK (for text data) ML: Statquest YT channel (for understanding algorithms) Scikit-learn package (for all essential preprocessing and ML implementations with a nice doc) Deep Learning: Deep learning specialization (5 courses) by Andrew NG TF playground (for understanding basic working of neural networks) Stanford CS 231 course by Andrej Karpathy (I did it at that time, maybe some better courses are available now) Stanford 224 (NLP) I generally rely on blogs for everything. You may follow blogs like: Jay Alammar Colah (best for lstm) Sebastian ruder (word embeddings and gradient descent optimizers) MLWhiz (ML fundamentals) YT channels for Interview practice: Krish Naik Data Science Jay Nick Singh (on linkedin) For finding best available model in any field: Paperswithcode I can go on and on but this list will never end. And once you become familiar enough, you don't need any further suggestions. Keep hustling !!
@Prashant Gupta How much time should one give to these topics? What is the practical approach & how much time will it take to cover all these things and how one can get work experience without getting a job.
Hi Prashant, Nice cast. Thanks. My son is working for a pvt Co as data scientist for a pittance. Pursuing m.tech I am really worried for his future. Pls suggest some links for his growth
I read a blogpost by Scaller, where they talking about Datascience, the salary of a data scientist also depends on your educational background, qualification, number of experience to get a high salary package, for those who is trying to switch in Datascience from completely from nontech/nonCS field, you will face a long struggle
Hi ..can you share your interview experience what was asked and other rounds that were there to get selected for this role as fresher data scientist..please
Hi Prashant, Nice cast. Thanks. My son is working for a pvt Co as data scientist for a pittance. Pursuing m.tech I am really worried for his future. Pls suggest some links for his growth
Thanks a lot, Brother! This video helped me a lot and as I was suffering from a lot of confusion in this field, these kinds of videos are actually lifesavers.....
Deep learning (Neural Network )is just another algorithm its not like if you don't know Linear regression SVM, decision trees you cant understand Neural network
Heyy there i am currently in 2nd year of my engineering and i am playing to go into the data science field i want to thank you for such a informative podcast for me and for the beginners i appreciate it ❤❤❤
Everytime u upload the video with the main tag line is less experience with high package ,in this case in 2 yrs someone earning 50lpa but I don't see anytime u have posted anything about mental peace with proportion to work laod bcoz with high package ,work load will be high as well.I believe money is not always everything.
Hi,I have almost 7 years of operations experience in an service based IT company and I am also a German language expert can I consider data science as a career now , would my experience will be considered or I ll ve considered as a fresher?
Sir i am from Mechanical 2020 passout Wanted to switch career into data science. Please suggest me is it right decision to pursue this as career. And how can I master this if possible for me....
Hi Shashank, you are doing awesome job bringing people on podcast and sharing their experience I have one request Can you bring someone from a DEVOPS or MLOPS or AIOPS background because there is not much content available on you tube regarding it So please take this as a request for freshers like me who want to know the field. Thank You
I think , you said you like python that's great , I would suggest that you learn business tools like power bi or tableu and mongo db. You can opt for a business analyst post that's also good. And also solve more n more reasoning, apti problems it will also develop your skills
Hi. Big thank you for this video and it was an informative video. I am currently working in MNC in Oracle EBS stream for about 1.4 years. I want to switch my stream into Data Analytics/Data Science field. I had gained good amount of knowledge in Data Analytics (Learned about R, Python, Tableau, Excel and few more tools) and also done few courses and still doing. I have been applying to many companies but no reply. Now am not sure if my resume is not that good enough or lack of work experience in Analytics field. Could you please suggest some things so that i can transition my domain and work in Analytics domain.
@@ravisamal3533 Thanks pal. I think i am missing out on projects in the Resume and not sure what kind of projects to do. Just need some feedback from where i can do it or the type of projects to be done.
Man if you have only oracle database experience in resume then who will even select for data scientists. At least add POC. Go to kaggle for projects. But you can’t fool them by telling these as your real project.
@prasant sir, would you help me out. Modeling my resume. I have worked on deep learning computer vision and statistics data but when applying anywhere. It is not getting selected. If you don't mind, please help me in resume building side.
Hey Prashant mentioned two websites kaggle and other one .. anybody heard the name of second website .. that he considered his mentor during preparations
Data science is a very broad domain now-a-days. So, there are things that require basic math while some rely on extensive mathematics. So, it's really upto you what you want to prefer. There is no as such barrier and in fact, most of the times...basic math will do.
Sir very sice useful video. How to become data analyst.what is education qualification and age limit.road map for data analyst.pliz give me your suggestion.
Please make a video on remote jobs how it's going to be will we get more pay in remote jobs. About opportunities and all points to be noticed about Remote jobs pls make a video on it
Curating all the resources that I mentioned in the video:
Prerequisites:
Basic level Math (mainly probability, linear algebra, differential calculus, statistics)
Basic level Python (can learn from anywhere & practice few coding problems on it)
Tools to play with data:
(Kaggle will be really helpful here not just in terms of datasets, but it's EDA discussions)
SQL
Numpy
Matplotlib
Pandas (for tabular data)
Opencv (for image data)
Satosa (for understanding image kernels)
NLTK (for text data)
ML:
Statquest YT channel (for understanding algorithms)
Scikit-learn package (for all essential preprocessing and ML implementations with a nice doc)
Deep Learning:
Deep learning specialization (5 courses) by Andrew NG
TF playground (for understanding basic working of neural networks)
Stanford CS 231 course by Andrej Karpathy (I did it at that time, maybe some better courses are available now)
Stanford 224 (NLP)
I generally rely on blogs for everything. You may follow blogs like:
Jay Alammar
Colah (best for lstm)
Sebastian ruder (word embeddings and gradient descent optimizers)
MLWhiz (ML fundamentals)
YT channels for Interview practice:
Krish Naik
Data Science Jay
Nick Singh (on linkedin)
For finding best available model in any field: Paperswithcode
I can go on and on but this list will never end. And once you become familiar enough, you don't need any further suggestions. Keep hustling !!
Thanks bro
I again started my Data science transition journey
You are awesome !..Thanks for the efforts..!
Hi can you please mention the links and things that you havent mentioned here but you find really helpful
@Prashant Gupta
How much time should one give to these topics?
What is the practical approach & how much time will it take to cover all these things and how one can get work experience without getting a job.
Hi Prashant, Nice cast. Thanks.
My son is working for a pvt Co as data scientist for a pittance. Pursuing m.tech I am really worried for his future. Pls suggest some links for his growth
Amazon, Google , Rakuten , CRED, Flipkart , American express - ML/AI engineers or Data scientists
To all the aspiring guys like me,
Keep going guys.
We'll get there one day !!!
Thanks for the comment.
Thanks for uploading for the Data Scientists!!
Bring more Data Scientists here....would love to see more good stories about data scientists.
Yes
Please make video on journey from Non tech background to Data Science background.
I am from Same College..Its good to see people reaching heights !!!👍👍
aree thank youuu bhaiyaaa schmee kch hi din phle bola tha aapne puri krdi ichaa🤗🤗
Which company next for Data Science podcast?? Share your target companies in comment 🥳
google
Google cloud Aishwarya Srinivasan
non FAANG compnies
Optum
I read a blogpost by Scaller, where they talking about Datascience, the salary of a data scientist also depends on your educational background, qualification, number of experience to get a high salary package, for those who is trying to switch in Datascience from completely from nontech/nonCS field, you will face a long struggle
True...
Hey i am doing bsc in data science will I face any problem
yes I am a fresher data scientist and would love if you bring different data scientist from different companies to share their experience
Whts the difference btw data scientist and analyst which is the best
What would be the salary as data scientist at entry level
Hi ..can you share your interview experience what was asked and other rounds that were there to get selected for this role as fresher data scientist..please
Please make a video with a cloud engineer it will help for those student who is interested in cloud.
This was helpful!! Thanks both of you!!! 👏🏻👏🏻👏🏻
The most informative and honest interview I found on TH-cam.
Thanks a lot Abhishek.
good channel master....very genuine, useful and reliable content. thanks dear.
Hi Prashant, Nice cast. Thanks.
My son is working for a pvt Co as data scientist for a pittance. Pursuing m.tech I am really worried for his future. Pls suggest some links for his growth
Replied on this in the pinned comment.
Can you give an update about your son, Sir?
Very relevant questions asked, excellent video!
He gives me a hope to try again. This is truly understandable and encouraging interview.
Thanks a lot, Brother!
This video helped me a lot and as I was suffering from a lot of confusion in this field, these kinds of videos are actually lifesavers.....
Last 5-6 minutes of the video owesome .. 🙂
Great video. Nice choice of topics and explanations.
Thank you to both of you.
PLEASE BRING SOMEONE FROM BSC MATHS DEGREE...HOW THEY SWITCHED
Deep learning (Neural Network )is just another algorithm its not like if you don't know Linear regression SVM, decision trees you cant understand Neural network
Great Content. To the point 👍
Heyy there i am currently in 2nd year of my engineering and i am playing to go into the data science field i want to thank you for such a informative podcast for me and for the beginners i appreciate it ❤❤❤
Please keep making videos for data scientist role too.
Prashant has given such a amazing interview
Very nice explaination prashant
Need more on data science 😍😍
Please make a video on how to get hired as a fresher as a data scientist
Noted.
Can you please make a video on how to get job opportunity for working abroad with 2-3 years of working experience in India
Oh my god future is here 🔥🔥
Please make video on top paid courses for big data
Everytime u upload the video with the main tag line is less experience with high package ,in this case in 2 yrs someone earning 50lpa but I don't see anytime u have posted anything about mental peace with proportion to work laod bcoz with high package ,work load will be high as well.I believe money is not always everything.
Database engineer vs data engineer what's difference
Anything about data analyst please? Does analyst have chance for such high packages?
Yes definitely depends upon your skills
Data analyst
Its very useful Thankyou so much for sharing this ###
Excellent💯
anyone from a arts or non engineering educational background can makr it to big comapines like google or microsoft as a data analyst
Very helpful Podcast, I ever seen
Very motivational 👌
Please Make Video for Mainframe Domain Professionals.
Bro please please please make podcast with a person who did BBA and got good career please 🥺🥺❤️❤️❤️❤️
You have to do masters in business administration (MBA) to be more successful
Exellent Sasank bhiyaa
Thank you so much to Both of U
Fantastic 🔥🔥🔥🔥🔥
15:30
Hi,I have almost 7 years of operations experience in an service based IT company and I am also a German language expert can I consider data science as a career now , would my experience will be considered or I ll ve considered as a fresher?
Helpful 😄
Is it possible to pivot the role to data scientist at age 35
yes oks bring more data scientist
Please make video on Notes for data science for beginners
Was the Annual CTC above 50 LPA or 30 LPA? This is confusing. 😄
I haven't disclosed my actual CTC. Also, I have mentioned an average number since for 2 years experience, DS1 is the role that is generally offered.
Please share for working professional switch.. How to do it.. And all..?
I passed my 12 class can i get job in data analysis after learning it
Please do a video on how to get the off-campus placements.
Can you mention some of the websites for data scientist opportunity at product based companies?
Sir i am from Mechanical 2020 passout
Wanted to switch career into data science.
Please suggest me is it right decision to pursue this as career. And how can I master this if possible for me....
Roadmap me DSA to aaya hi nhi kb complete krna h means kiske bad😢
Sir i want to become a data analyst in Microsoft ,what are the things that i have to learn to crack the interview
Yaaa yaa.... Please bring data scientist
sir among c++ , c , java , python...whats the best language for a data science aspirant to master upon
Python
Hi Shashank,
you are doing awesome job bringing people on podcast and sharing their experience I have one request Can you bring someone from a DEVOPS or MLOPS or AIOPS background because there is not much content available on you tube regarding it So please take this as a request for freshers like me who want to know the field.
Thank You
Noted.
Road map for non cs/it students to get placement software profile
Audio quality of interviewee is poor
What type of projects we should do to get into good companies?
I have 8 years of experience in sales and business development, can I get into data scientist?
❤👍
🔥🔥🔥🔥🔥🔥🔥🔥🔥
Hello friends,
Could you pleas let me know about how to try and get the off-campus placements?
Hey bhaiya...
Can i know that which degrees has much value in it sector. Mtech or Mca from nit ?
Go for a good college (if better learning opportunity is there) degree doesn't matter much.
How about Workday?? Is it booming? Could you make a video about it? Thanks a lot
I am somehow not getting interest in Data science due to the algorithms involved. I am ok to learn python. Is there a way out?
I think , you said you like python that's great , I would suggest that you learn business tools like power bi or tableu and mongo db. You can opt for a business analyst post that's also good. And also solve more n more reasoning, apti problems it will also develop your skills
Please do make a video on switching to bigdata from different domain non it background
Noted
Hi.
Big thank you for this video and it was an informative video.
I am currently working in MNC in Oracle EBS stream for about 1.4 years. I want to switch my stream into Data Analytics/Data Science field.
I had gained good amount of knowledge in Data Analytics (Learned about R, Python, Tableau, Excel and few more tools) and also done few courses and still doing.
I have been applying to many companies but no reply. Now am not sure if my resume is not that good enough or lack of work experience in Analytics field.
Could you please suggest some things so that i can transition my domain and work in Analytics domain.
From where did u do your course?
@@jarlezio2463 Learned from Coursera, Udemy.
Try using LinkedIn connect to data analyst of those companies or HR for opening surely you'll get a interview chance
@@ravisamal3533 Thanks pal.
I think i am missing out on projects in the Resume and not sure what kind of projects to do. Just need some feedback from where i can do it or the type of projects to be done.
Man if you have only oracle database experience in resume then who will even select for data scientists. At least add POC. Go to kaggle for projects. But you can’t fool them by telling these as your real project.
@prasant sir, would you help me out. Modeling my resume. I have worked on deep learning computer vision and statistics data but when applying anywhere. It is not getting selected. If you don't mind, please help me in resume building side.
Masters degree in which stream they asked
Thank you
Can you plz..tell how I starte, and what is brifness of subject
so DSA asked in data science interview or not?
Please make a video with MCA student from tier 3 college....
Noted.
Is there any probability to share his resume?
How DSA round goes on...is there any chetsheet of DSA for data scientist available?? Plzz do share
Hey Prashant mentioned two websites kaggle and other one .. anybody heard the name of second website .. that he considered his mentor during preparations
Stack overflow
One McKinsey interview for fresher data scientist
Sure Noted
Is heavy math required in data science??
Data science is a very broad domain now-a-days. So, there are things that require basic math while some rely on extensive mathematics. So, it's really upto you what you want to prefer. There is no as such barrier and in fact, most of the times...basic math will do.
I'm aspiring too man, what do I do!!!!!!!!!
I m pursuing BBA so can I go for data science despite from non IT/Maths/Stats background.
Will I be able to get such packages?
How to apply for internships
Sir very sice useful video. How to become data analyst.what is education qualification and age limit.road map for data analyst.pliz give me your suggestion.
Kaha se kare data science course aaj sab jagah froud ho raha hai
Hi, I'm From arts stream and I'm interested in Data science can i become Data scientist?
Yes, it will take good amount of efforts but yes you can.
Please make a video on remote jobs how it's going to be will we get more pay in remote jobs. About opportunities and all points to be noticed about Remote jobs pls make a video on it
Noted.
@@shashank_mishra yes please make and are you doing Remotely or full time job at any company
@@siddureddy4095 Full time
@@shashank_mishra how are you managing all this bro going to office and also making good content for us really great bro
Is this a career progression
data engineer >data analyst>data scientist?
No
he mentioned which course, i didnt get him ?
I have done 12th commerce how can I go for IT
any data scientist student from galgotias here
overlapping work means ?
You both did the project on the same topic
My son did MSc datascience .but didn't get role of python developer or data analyst. Pl suggest job for relevant to his suggest pl pl.
From where did he complete?
Will the previous experience on another domain will add on this?can anyone tell
yes bring