Welcome to ClaoudML
Free Data Science & Machine Learning Resources
Do you want free resources?
Do you want more resources on Data Science, Analytics, and Machine Learning? Simply enter your email below and I'll send you weekly updates. Free resources won't hurt you!
Who is Randy Lao?
You're on a journey to learn Data Science, and I'm here to help you along the way!
My name is Randy Lao ☁️ . I like to contribute my share of resources with you all. After realizing that most data science resources are hard to find to those new to the field, I want to make this site an easily accessible way for you to get your materials. These resources should come in handy to any data scientists at all levels of experience.
Pass the baton – Share this site with your friends!
My Services
I would love to help you out with anything, just email me at randylaosat@gmail.com
📝 Resume Revamp + LinkedIn Optimization
Provide crucial feedback + revisions on your resume to land those interview calls easily. Provide the inside scoop of how recruiters use LinkedIn and how you can leverage it to stand out from the crowd.
🙋 1-on-1 Mentoring
Provide tailored coaching and outline a clear roadmap for you to follow, including portfolio building and interview tips.
All Your Guidance in 1 Book
The e-book that will help you land your data science job.
The Friendly Data Science Handbook 2023
$4.99Save yourself the countless hours and get my 48 page data science handbook that will cover all the important concepts on how you can learn data science and prepare for those job interviews.
Packed with practical advice, resources, and fundamental principles that you can use anywhere.
What's inside:
👉 Learning Path for Data Science
👉 Machine Learning Guide
👉 Portfolio and Project Building Tips
👉 30+ Technical & Behavioral Interview Questions
👉 Resume, Cover Letter, & pitch templates
👉 And more!
I'll send you the PDF Ebook directly to you and answer any questions that you may have.QuantityComing soonData Science☁️
"Data Science is watching you"
Data Science Resources
The best curated list of Data Science materials on the web!
This is a must read to prepare yourself for the Data Science Interview!
All the resources you need to learn Web Scraping in Python + BeautifulSoup
Machine Learning ☁️
"Machine Learning is the future"
Machine Learning Resources
All of the best Machine Learning resources.
The foundations of Machine Learning is a must. Here are some of the most essential concepts you need to know for Machine Learning.
A new approach to learn Machine Learning Google Style. This is a crash course series!
Start Here if you are new to Machine Learning! This article will cover the basics in an easy manner.
A nice slide presentation about Deep Learning and Machine Learning. It's so GOOD! By Tess Ferranandez
"Reading one book is like eating one potato chip"
Free Books ☁️
Data Science & Machine Learning Books
They are all free!
Instagram
Follow @randy.k.l
Math and Statistics ☁️
"There are three kinds of lies - lies, damned lies and statistics."
Essential Math & Statistics
The essential maths to understand Data Science and Machine Learning
Matrices, Vectors, Eigenvalues/Eigenvectors, Linear Transformations & Equations
Sampling Distribution, Central Limit Theorem, Hypothesis Testing, Types of Errors, ANOVA, Chi-Square, T-Test
Random Variables, Types of Distributions, Sampling, Conf. Intervals, Z Scores
Formulating a Real Problem to a Mathematical Model
Gradient Algorithms & Objective Functions
Trees, Nodes, Edges
The Blog
My awesome collection of articles
April 5, 2020 · machine learning,Guide,unsupervised learnin,reinforcement learni,beginnerShould I learn now… or later? Learning is a universal skill/trait that is acquired by any living organism on this planet. Learning is defined by: the acquisition of knowledge or skills through experience, study, or by being taught.Whether that be a plant learning how to respond to light and...April 5, 2020 · data science,machine learning,ai,pipeline,beginnerOnce upon a time there was a boy named Data. Throughout his life, he was always trying to understand what his purpose was. What values do I have? What impact can I make on this world? Where does Data come from? See any similarities between you and Data? These questions were always in his mind and...February 22, 2018 · machine learning,data science,guide,tutorial,processMy mommy always said machine learning was like a box of chocolates. You never know what you're going to get. Sorry mom, not today! We're definitely going to know what chocolates we're getting (I hope I get Dark Chocolate). Just like opening a box of chocolates, you shouldn't be afraid of...Discussion Page ☁️
Don't be shy. We don't bite.
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© 2018