How I Would Learn Data Science (If I Had to Start Over)


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In this video, I discuss how I would study data science if I had to begin once more from scratch. Learning data science and machine learning is a little bit bit totally different for everybody, however hopefully this video will enable you to construct the required basis to sort out these fields.

1) Learn programming in python or R
– Advice for school college students: https://www.youtube.com/watch?v=xjhW1rSQeik
2) Learn fundamental statistics for data science
– Free programs: https://www.youtube.com/watch?v=Ip50cXvpWY4
3) Start tasks as quickly as you may
– Use https://www.kaggle.com/ to assessment code and work on fundamental tasks
– Beginner tasks video: https://www.youtube.com/watch?v=8igH8qZafpo
4) Take notes on what algorithms and packages others use
5) Learn the supply code for the algorithms and take a look at to implement them from scratch
6) Work on extra superior tasks the place you gather your individual information or use superior ideas like deep studying, nlp, or pc imaginative and prescient.
– Data science challenge playlist: https://www.youtube.com/playlist?checklist=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t

Additional suggestions:
1) Make learning data science a behavior
– Ultralearning video: https://www.youtube.com/watch?v=a3VWq9smqhM
2) Hold your self accountable

#DataScience #KenJee

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Comment List

  • Ken Jee
    November 9, 2020

    Thanks for watching everyone! Please leave some of your data science goals below so you can be held accountable by the community on this channel. Also, feel free to like and subscribe to help this channel grow! Watch this video on why I am starting data science over again next: https://www.youtube.com/watch?v=uXLnbdHMf8w&ab_channel=KenJee ! Video on how I learned data science: https://www.youtube.com/watch?v=n3vw0M5RrPU . Written version of this article: https://towardsdatascience.com/how-i-would-learn-data-science-if-i-had-to-start-over-f3bf0d27ca87

  • Ken Jee
    November 9, 2020

    This is very helpful. Am interested in learning from the masters.

  • Ken Jee
    November 9, 2020

    Hey Ken…can you tell how to study data structures and algorithms for data science

  • Ken Jee
    November 9, 2020

    Thank you so much for this video! It's really useful and I'm going to follow your suggestions! =D

  • Ken Jee
    November 9, 2020

    college is trash.

  • Ken Jee
    November 9, 2020

    Keep it up man. We need real information from people that walk the talk. Unlike most ‘gurus’ that quit data science whenever they get a good YouTube channel going.
    Most of the guys I followed 2 years ago are now uploading clickbait videos about data science and programming.
    We need you lol don’t change

  • Ken Jee
    November 9, 2020

    Accountabilibuddy.

  • Ken Jee
    November 9, 2020

    Hi Ken, thanks for your insight!

    I'm a Masters in business, currently working as a Sr. Data/Business analyst for a supply chain company. I've recently changed my path from being a mechanical engineer who worked in the green energy field. I've always been fascinated by code and have quite some background in C++, I've taken some basic courses in python and have been doing a ton of exercises.

    I'm thinking of progressing to a PM role in the future with the help of some DS certifications. Is there any career path advice you can help me with? Any insight would be greatly appreciated. Thanks!!

  • Ken Jee
    November 9, 2020

    Hello, I majored in Biology in undergrad and I want to switch to data science. Can you give me some advice considering that I have minimal quantitative background

  • Ken Jee
    November 9, 2020

    This is so useful! I'm currently learning python because I always got suggested to "master" it (especially the most used libraries for data scientist/analyst like pandas, numpy, etc.). Is there anyone here who want to get $15 off to learn python too using premium interactive platform (I'm using Dataquest)? Just reply ny comment right away and I'll give you the referral code to get the discount!! ✨

  • Ken Jee
    November 9, 2020

    My goal is to create a chatbot for my coaching business that will kick off on Udemy by next April. I just completed a month long Python boot camp and can now begin the real conversation design. My roadmap is in a paper I presented last September in Durban, SA – just as motivation to keep me at it. I’m a cybersecurity analyst and acquired my master’s degree in Linguistics at UGA in 2017. I guess I’m saying all this to force myself to stay on track and change careers to machine learning. No one around me (including hubby, kids or friends) is interested in machine learning enough to make this their second (non-paying) job, the way I have 👀-> as of now. Between home, family, work, and an elderly mom in Africa, I only have enough time to watch amazing videos like these.

    Thanks so much Ken!
    Ina
    P.S. from another video I just listened to, I’ve had the imposter syndrome all my life 😁.

  • Ken Jee
    November 9, 2020

    Hey ken, what classes would you recommend taking in high school to become a data scientist? I’m currently in 10th grade taking honors algebra 2 and ap chemistry, and I’m really all over the place on classes I should take. What types of other classes are recommended for the field?

  • Ken Jee
    November 9, 2020

    Hi Kenny, how about the DataQuest platform for Data scientists? Do you recommend investing money in it?

  • Ken Jee
    November 9, 2020

    Hey. I am a graduate with Statistics as my subject. I am about to complete a diploma in Data Science. No technical background or job experience. I want to dive deeper into Data Science. What would you suggest me pick between getting a masters in Statistics, or drop and focus on more Data Science learning for one year. I am really confused with this decision 🙁

  • Ken Jee
    November 9, 2020

    i started with python that is really difficult actually .i didnt have any data science knowledge .then i started learning SQL alone.evertjing was clear .if u get basic idea u can do anything

  • Ken Jee
    November 9, 2020

    Hey Ken
    Is it possible to become a Data Scientist with a Bachelor in CIS and a Master Degree in Data Science or Business Analytics?
    Thx

  • Ken Jee
    November 9, 2020

    i think we should make AI more powerfull and intelligent i am thinking about make a neural network who can code something itself and also learn from it if anyone is interested in my thinking please mail me on virat.bhatt12@gmail.com . i want to do something out of the box but am a newbiei need to learn more things right now.

  • Ken Jee
    November 9, 2020

    How can anyone think the courses on Kaggle is good, I'll never know. I tried them, and was completely speechless. They are so bad, it's insane. And the Instructors are technicians who are so over the hill. I think that's why they're so bad. I need someone who's a beginner like me, not someone who's been working for 10 years.

  • Ken Jee
    November 9, 2020

    Video starts at 1:15

  • Ken Jee
    November 9, 2020

    "Learn the source code for the algorithms and try to implement them from scratch" – Can you please make a short video on this.

  • Ken Jee
    November 9, 2020

    Thanks 😊

  • Ken Jee
    November 9, 2020

    I'm from economic background if i want to enter in data science field what should i do how many years will take me to understand

  • Ken Jee
    November 9, 2020

    Hey Ken
    I just finished my graduate certificate and realised that I need to learn more to get a job. I might continue on with the data science masters. Just wondering. What monitor are you rocking and if you were going to invest in a budget monitor what size should you get?
    Cheers
    Jason
    (Thanks for your help earlier)

  • Ken Jee
    November 9, 2020

    I am equipped with Python, Tableau, MySQL, Statistics, Spacy, NLTK, Web Scraping with Scrappy, Splash, Selenium Web Driver, Deploying with Flask, Mobile App development with React Native…. Deep Learning with TensorFlow 2.0. ..I may forgot some skills like VB Scripting etc..

    My all experience is all hands on coding and with project samples…

    I am IT person with 14+ experience and switched to Data Science …
    I don't know who will hire me …Any Guidlines or Suggestions.. I can join any offer immediately today…

  • Ken Jee
    November 9, 2020

    Good motivation booster! Since this down time I have started on the path of a new career in data, I have completed: 1) cert scrum master, 2) cert of completion up & running power bi desktop with maven analytics, 3) currently enrolled in sql; I plan to take pyhon & tableau next; how do I find a mentor or data project to join to apply my new learning? thanx

  • Ken Jee
    November 9, 2020

    How much time I should spend by week? I’m in a university doing statistics and I already work in the field but I feel like I should been looking for more kaggle datasets or more complex problems but or i look too simple datasets or too complicated.
    There is a intermediate list of datasets?

  • Ken Jee
    November 9, 2020

    If you’re in 12th year of high school and i wanna go into data science what advice would you give?like what subjects to take on etc

  • Ken Jee
    November 9, 2020

    Is an applied mathematics undergraduate a good path to data science?

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