**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.

💎 Project Walk Through

Provide detailed guideline on how to start a data science or analytics project from scratch. From business problem formation, collecting data, data viz, machine learning implementation, generating a report, and uploading it to your GitHub.

**All Your Guidance in 1 Book**The e-book that will help you land your data science job.

Data 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!

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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 BlogMy awesome collection of articlesApril 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...
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