Kylie Ying
Kylie Ying
  • Видео 52
  • Просмотров 1 658 337
How to learn Machine Learning (ML/AI Roadmap 2024)
Want to start learning machine learning? Follow this series! Supplement your learning with Brilliant. To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/KylieYing/ . You’ll also get 20% off an annual premium subscription.
This video was sponsored by Brilliant.
In this video, I discuss the technical roapmap to learn machine learning (ML) and artificial intelligence (AI). This can serve as a machine learning syllabus to understand what concepts to learn. In following videos, I will teach this roadmap!
Timestamps
00:34 Probability and Statistics
03:41 Calculus
05:35 Linear Algebra
08:50 Programming
12:55 Understanding ML
14:14 Data
17:30 ML Models
19:41 Neural Network...
Просмотров: 46 161

Видео

Introduction to ML: What is Machine Learning? | ML for Beginners
Просмотров 10 тыс.3 месяца назад
Don’t miss the FlexiSpot Presidents’ Day flash sale! 🌟 Use my exclusive code 'Q1YTB30' for extra $30 off on E7,E7 Pro and E7L. Let's make a perfect workspace! US: bit.ly/4bI9Yix CA: bit.ly/3I6v3Wv Learn about the foundations of machine learning (ML) in this video, and how machine learning is different from artificial intelligence (AI) and data science. We will discuss the 3 types of machine lea...
Using LLM API in Python to Generate Summaries | Python AI Tutorial
Просмотров 13 тыс.7 месяцев назад
FlexiSpot Black Friday Sale has begun! Up to 60% OFF! You can get an extra $30 off on the E7, E7 pro standing desk, and C7 ergonomic chair using my code ''Flexispot30''. FlexiSpot E7 standing desk: (US) bit.ly/49BZ1xQ | (Canada) bit.ly/49yREr0 Large language models (LLMs) like OpenAI's ChatGPT, Google's Bard, and Meta's LLaMA have grown in popularity over the past year, but how can we use this ...
KylieYing.h (Channel Trailer)
Просмотров 25 тыс.11 месяцев назад
Hi everyone! I'm Kylie. I create programming, science, and technology videos on RUclips. Sometimes I teach Python, sometimes I show cool things I built. Whether you're new here or whether you've been a part of #CodeSquad for a while, welcome to my channel. I'm really happy you're here! :)
Loops: Use-cases and Examples | Python for Beginners Lesson 7 | Code with Kylie
Просмотров 7 тыс.Год назад
Watching this video to understand how we use loops in real-world programming. In the previous lesson, we learned about for loops and while loops and how they world. However, what are the real-world applications of loops? Why would we want to use loops? Here are some examples. At first, we dive into using a for loop to create related lists. If we have a list of numbers and we want to find the sq...
For Loops and While Loops | Python for Beginners Lesson 6 | Code with Kylie
Просмотров 6 тыс.Год назад
In this video, we discuss two types of loops: for loops and while loops. Loops are powerful tools that allow us to iterate over sequences. I use the iPad to help visualize what's going on behind the scenes. Check out the whole beginner Python series here: ruclips.net/p/PLkWv3oO4kHnsiGHnifBxa79d-xPwYDiAx Notes: github.com/kying18/intro-to-programming/blob/main/class-4-loops/notes.md Practice: gi...
Real-World Coding Interview for Software Engineering (OOP and DP)
Просмотров 15 тыс.Год назад
Technical programming interviews are challenging, but being able to do well is what lands you a job at Facebook, Amazon, or that really cool startup. In this video featuring @KeithGalli, Keith conducts a mock full-length, real-world coding technical interview (OOP dynamic programming) for a software engineering role. The first half of the mock interview, Keith asks me to use object-oriented pro...
Conditionals: if, elif, else statements | Python for Beginners Lesson 5 | Code with Kylie
Просмотров 7 тыс.Год назад
The first 1,000 people to use the link will get a 1 month free trial of Skillshare: skl.sh/kylieying01231 In this video, we discuss conditional statements. So far, all of our scripts have been a straightforward flow of code. However, sometimes you are required to evaluate a condition and determine what to do based on the result of the condition. This requires something called an "if statement"....
Ergonomic Desk Setup for Computer Programming & Software Engineering
Просмотров 13 тыс.Год назад
Products: - @nouhaus ergonomic chair: bit.ly/3HPhR9v | Discount code (10% off): www.nouhaus.com/discount/KYLIE10 - FlexiSpot standing desk: bit.ly/3jmuZZm | Discount code ($30 off): bit.ly/3OkFacx - @tobenone USB docking station: amzn.to/3HZ8uUG (Amazon) | Discount code (15% off): bit.ly/3FQcWCm (Tobenone) - LG 32" monitor: amzn.to/3WiwPcz - X-Bows ergonomic keyboard: bit.ly/3v6GxT9 - Lekvey er...
Lists, Tuples, Sets, Dictionaries | Python for Beginners Lesson 4 | Code with Kylie
Просмотров 8 тыс.Год назад
Keep exploring at brilliant.org/KylieYing/. Get started for free, and hurry-the first 200 people get 20% off an annual premium subscription. In this video, we expand on sequences and discuss compound data types: tuples, lists, sets, dictionaries. I talk about how tuples and lists differ (key word: mutability), how to use dictionaries, and how to use sets. I draw out key images about how these d...
Sequences: Indexing, Slicing, and Iterating | Python for Beginners Lesson 3 | Code with Kylie
Просмотров 6 тыс.Год назад
In this beginner lesson, we learn about sequences in Python. Sequences are the foundation of more complex data structures in Python, such as lists and tuples. Previously, we introduced the strings as a basic type. In this video, we'll revisit that and introduce it as a compound data type instead. It's a SEQUENCE of characters! Using strings as an example, I'll demonstrate the properties of sequ...
Madlibs Python Tutorial | Beginner Python Project
Просмотров 19 тыс.Год назад
Practice variables, strings, and operators with this basic Madlibs python project! In the previous 2 lessons, we learned about basic types, operators, and variables. Here is a chance to put those skills to the test via a simple project. KyliesMadlibs: replit.com/@kying18/KyliesMadlibs?v=1 Join the Discord: discord.gg/XmbQV8rfTh Feel free to leave any questions. Please consider subscribing if yo...
How to Use Variables | Python for Beginners Lesson 2 | Code with Kylie
Просмотров 7 тыс.Год назад
In this Python series, I will teach Python from the beginning, to hopefully the point where you no longer need to watch RUclips to program your own scripts. This is Introduction to Programming with Kylie Ying. This video is all about variables. What they are, how to use them, why we use them, and best practices. Variables are a super powerful tool in programming! Timestamps: 00:00 Introduction ...
Basic Types and Operators in Python | Python for Beginners Lesson 1 | Code with Kylie
Просмотров 15 тыс.Год назад
Learn Python, starting from the beginning: basic data types and operators. Keep exploring at brilliant.org/KylieYing/ Get started for free, and hurry-the first 200 people get 20% off an annual premium subscription. In this Python series, I will teach Python from the beginning, to hopefully the point where you no longer need to watch RUclips to program your own scripts. This is Introduction to P...
5 years of MIT in 20 minutes
Просмотров 180 тыс.2 года назад
Two degrees and 5 years later, this one's to the Massachusetts Institute of Technology and everyone I've met along the way. Here's my life as an MIT student... My entire college experience. IHTFP. It's not quite "A day in the life of an MIT student" or an MIT vlog but I hope all of you looking for that will find this helpful :) #MITstudent #collegelife #MIT Timestamps: 0:00 Intro 2:35 First mem...
CERN, the World's LARGEST Science Experiment
Просмотров 12 тыс.2 года назад
CERN, the World's LARGEST Science Experiment
Programming Myself a Concert at Home | Arduino Music Syncing LED Lights Tutorial
Просмотров 40 тыс.3 года назад
Programming Myself a Concert at Home | Arduino Music Syncing LED Lights Tutorial
Binary Search Algorithm: Explanation and Python Tutorial
Просмотров 13 тыс.3 года назад
Binary Search Algorithm: Explanation and Python Tutorial
How to Get a Software Developer Job
Просмотров 11 тыс.3 года назад
How to Get a Software Developer Job
How to Build a Superhuman Poker AI using CFR | Creating a Poker Bot Part 2
Просмотров 44 тыс.3 года назад
How to Build a Superhuman Poker AI using CFR | Creating a Poker Bot Part 2
Why Poker Is So Interesting | Creating a Poker Bot Part 1
Просмотров 21 тыс.3 года назад
Why Poker Is So Interesting | Creating a Poker Bot Part 1
Work From Home: 5 Tips to Increase Productivity
Просмотров 9 тыс.3 года назад
Work From Home: 5 Tips to Increase Productivity
Using Python to Create Image Filters (Python Image Processing Project Tutorial)
Просмотров 18 тыс.3 года назад
Using Python to Create Image Filters (Python Image Processing Project Tutorial)
How to Create a Portfolio Website - Making a Software Developer Portfolio
Просмотров 12 тыс.3 года назад
How to Create a Portfolio Website - Making a Software Developer Portfolio
Why our self driving racecar was DISQUALIFIED | MIT Driverless | Roborace Event 1.1 Rounds 3 & 4
Просмотров 3,8 тыс.3 года назад
Why our self driving racecar was DISQUALIFIED | MIT Driverless | Roborace Event 1.1 Rounds 3 & 4
How to code a command-line Minesweeper in Python (using recursion) | Beginner Python Tutorial
Просмотров 29 тыс.3 года назад
How to code a command-line Minesweeper in Python (using recursion) | Beginner Python Tutorial
How we designed a SELF DRIVING RACECAR path planning algorithm | MIT Driverless | Roborace Event 1.1
Просмотров 4,4 тыс.3 года назад
How we designed a SELF DRIVING RACECAR path planning algorithm | MIT Driverless | Roborace Event 1.1
Coding a Sudoku solver in Python using recursion/backtracking
Просмотров 78 тыс.3 года назад
Coding a Sudoku solver in Python using recursion/backtracking
My Desk Setup for Programming (Computer Science Student on a Budget)
Просмотров 100 тыс.3 года назад
My Desk Setup for Programming (Computer Science Student on a Budget)
Inheritance/Polymorphism in Object Oriented Programming | Python for Beginners | Code with Kylie #10
Просмотров 76 тыс.3 года назад
Inheritance/Polymorphism in Object Oriented Programming | Python for Beginners | Code with Kylie #10

Комментарии

  • @anbuchelvan.v7827
    @anbuchelvan.v7827 День назад

    sister may i know when will your source start as It will so help full for my first year at collage

  • @sapnilpatel1645
    @sapnilpatel1645 День назад

    I just completed my undergraduation last month and I have very good experience in Machine Learning but one thing is missing in my life that is those fun memories in my life and after watching your video I realized that I have missed so many things. I am coming to the USA for MS in Artificial Intelligence and I hope that along with academic things I'll enjoy my life to the fullest and make those 2 years, the best 2 years of my life (I promise this to myself).

  • @user-wy2sx7vs2o
    @user-wy2sx7vs2o День назад

    One day , I will do this vidéo for me

  • @rpm_kinshuk
    @rpm_kinshuk 2 дня назад

    Inspiring! ✨✨

  • @devantejeffries3810
    @devantejeffries3810 2 дня назад

    Machine Learning = Robot consciousnes, (but not awareness)

  • @coldchickennoodles5575
    @coldchickennoodles5575 2 дня назад

    you don't understand how much I love this girl

  • @KaushikDeveloper
    @KaushikDeveloper 2 дня назад

    You are such a great teacher. I'm just glad to know such teachers exist. I would love talk to you someday!

  • @AliAbdi-x8n
    @AliAbdi-x8n 3 дня назад

    Hi can you please recommend some youyube channel you like it and good for us please?

  • @rodrigodasilva9176
    @rodrigodasilva9176 4 дня назад

    2nd error found in the code: InvalidArgument: 400 The requested language is not supported by models/text-bison-001

  • @bholabakshi5592
    @bholabakshi5592 4 дня назад

    bahut sohna boldi a kamliye

  • @thammichael20
    @thammichael20 5 дней назад

    This is amazing Kylie! I was just thinking of finding a way to summarize google reviews. I think something to take this a step further is to show the pros, cons, what's the most ordered/mentioned dishes, what dishes people didn't like

  • @kendrew6967
    @kendrew6967 5 дней назад

    Amazing!

  • @ShreyashKasar
    @ShreyashKasar 5 дней назад

    You looks chinese origin, So ofc you guys are born genius. May god more bless people like you and China

  • @PERSONAL_MBA
    @PERSONAL_MBA 5 дней назад

    make a video on the best resources to learn all the concept of machine learning it might be a hard copy or a soft copy

  • @bobburke4336
    @bobburke4336 6 дней назад

    Kylie - Your course content is excellent. Thank you for sharing.

  • @ashekulmustafa5403
    @ashekulmustafa5403 6 дней назад

    Waiting ❤

  • @vardhakkore2662
    @vardhakkore2662 6 дней назад

    You are too cute 🥰 teacher 😻💞 Love you Teaching MAM

  • @dayou8426
    @dayou8426 6 дней назад

    Very helpful! Thank you

  • @prateek9405
    @prateek9405 8 дней назад

    mine didnt work

  • @samanthapennington4232
    @samanthapennington4232 9 дней назад

    This video was execellent

  • @mehul-dh7si
    @mehul-dh7si 9 дней назад

    I need help ive just finished my python and two pandas and numpy librebries, the thing is i want to learn matchin learning and now i have watched so many are suggesting different different kind of Libs and things and that's making me confusing and not available the courses of Libs of those they suggest and now im confused that what to learn and where to take next move for ML

  • @rubydev1162
    @rubydev1162 9 дней назад

    99% of the content that provides road maps for beginners does not mention the importance of the foundation in programming, such as algorithms, data structures, and database, which is considered one of the basics for every technological path. Therefore, everyone fails to complete the path they started with because they do not know the basics.

  • @chaitanyakawde10
    @chaitanyakawde10 10 дней назад

    From which country you belong to,? And congratulations 🎉. I really wanted to get into MIT it's a very different feeling ❤.

  • @prateek9405
    @prateek9405 11 дней назад

    i didnt get Selenium

  • @prateek9405
    @prateek9405 11 дней назад

    🥰😃

  • @ArthurJ7154
    @ArthurJ7154 11 дней назад

    Thank you for the video! I'm currently using the dining room table as a "workstation". In due time, I'll have a legit setup 🙏

  • @anonymousfailure7381
    @anonymousfailure7381 12 дней назад

    your video filled a new energy for me ❤❤❤❤

  • @user-hg1ee6xi1i
    @user-hg1ee6xi1i 12 дней назад

    Nice vid and JESUS WANTS YOU IN HEAVEN

  • @CodeElephant-codeMadeEasy
    @CodeElephant-codeMadeEasy 13 дней назад

    this is really clear explanation

  • @furqanahmad5446
    @furqanahmad5446 13 дней назад

    looking forward to more from this machine learning series...

  • @velvetrealitytv
    @velvetrealitytv 13 дней назад

    congratulations, after watching this video I submitted an application to MIT for a full scholarship.just learned that IHTFP is MIT haha

  • @suganthm9054
    @suganthm9054 13 дней назад

    That's a great one. Thankyou :)

  • @SurprisedDivingBoard-vu9rz
    @SurprisedDivingBoard-vu9rz 13 дней назад

    Only 5 years I thought you have extention programs. Food supplies.

  • @Christopher-side_dude-Murican
    @Christopher-side_dude-Murican 14 дней назад

    Kylie Do you box? 🥊, I saw the stationary ground bag thing in the back.

  • @Christopher-side_dude-Murican
    @Christopher-side_dude-Murican 14 дней назад

    I like to apply for things I’m not particularly experienced in, but around by proxy. This should help 😎

  • @Christopher-side_dude-Murican
    @Christopher-side_dude-Murican 14 дней назад

    The end of the video states it would make Kylie’s day if I smash the subscribe button ( did years ago as one of her videos saved me a ton of time in AI and clicked the notification bell I think) but if I’m back here to make Kylie’s night, I should smash…?🗿

  • @bacult1
    @bacult1 14 дней назад

    What computer would you recommend PC or Mac? Air or Pro. if Mac? What specs? Thank you.

  • @WaldoTheWombat
    @WaldoTheWombat 14 дней назад

    Good job Kylie! Note: You don't need to cal the parent class's __init__ from the child class's __init__ if the child doesn't introduce any new attributes

  • @sri_vyz
    @sri_vyz 15 дней назад

    you can give us an entire series of Python vid, it will be useful for all the datageeks, who want to learn form the best of the best

  • @Aman-yu4re
    @Aman-yu4re 16 дней назад

    How long should this take from start to finish

  • @recepby
    @recepby 16 дней назад

    Foundational math: probability and statistics, calculus, linear algebra The first thing you need to do is lay down a good foundation in math. This includes probability and statistics, calculus, and linear algebra. Probability and statistics are important because machine learning is all about making predictions. You need to understand things like conditional probability, base rule, and statistical distributions. Calculus is helpful because a lot of machine learning is about optimization problems. Gradient descent, a common optimization algorithm, is based on calculus. Linear algebra is necessary because machine learning models often involve a lot of data and computations. Linear algebra helps you solve these problems more efficiently. Once you have a foundation in math, you can start learning about the core concepts of machine learning. These include: Core concepts: convolutional neural networks (CNNs), recurrent neural networks (RNNs), LSTMs Training and evaluating a model: metrics, overfitting Finally, you need to practice and gain more expertise in machine learning. Here are some tips: Do projects online to learn how other people do machine learning. Use the UCI machine learning repository to practice building simple models. Participate in Kaggle competitions to learn from other people and see what they are doing. Read research papers and try to implement them yourself.

  • @riqedits_op
    @riqedits_op 17 дней назад

    thanks for roadmap

  • @howasyourday3351
    @howasyourday3351 18 дней назад

    Smart, beautiful creator, good public speaking, thank you for providing good information. underrated creators❤

  • @CrypticPulsar
    @CrypticPulsar 18 дней назад

    Just watched your video on leaving MIT, and it made me cry.. truly inspirational, and I’ve come to be your follower for the rest of my life.. and thank you for your amazing content

  • @senthilmuruganr234
    @senthilmuruganr234 20 дней назад

    Excellent madam

  • @abodalmuhisen
    @abodalmuhisen 20 дней назад

    thx a lot Kylie 🤗🤗🤗

  • @maratrenzas673
    @maratrenzas673 20 дней назад

    La invito a estudiar la carrera de la vida

  • @rednijrah281
    @rednijrah281 20 дней назад

    Can we complete the roadmap and make 1 or 2 project in 1 month?

  • @tomknud
    @tomknud 21 день назад

    lol

  • @bat-orgilenkh-amgalan6631
    @bat-orgilenkh-amgalan6631 21 день назад

    Actually this video is very insiring and gives me the opportunity to rethink about my future moves once again cause' MIT has always been a special place in my heart. In the near future I as well will be where i belong. #highqualitycontent