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  • Welcome to ClaoudML
  • Email Opt-in
  • Who is Randy Lao
  • My Services ☁️
  • Courses ☁️
  • E-Book ☁️
  • Data Science☁️
  • Data Science ☁️
  • Machine Learning ☁️
  • Machine Learning ☁️
  • Free Books ☁️
  • Books
  • Instagram
  • Math and Statistics ☁️
  • Math/Statistics ☁️
  • Blog
  • Discussion Page ☁️
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    The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    • The Friendly Data Science Handbook 2020
    The Friendly Data Science Handbook 2020
    9.95
    Save 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.
    Quantity
    Coming soon
    Coming soon
    • 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!

      Yes, I want free resources
    • 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!

      Randy Lao ☁️

      Connect with me on LinkedIn

      Send me an email randylaosat@gmail.com

      Springboard Data Science Bootcamp

      I'm an Alumni. If you're interested to learn about my experience, send me an email!

    • 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.

    • My Recommended Courses

      My Recommended Courses to Learn Data Science (DataCamp & Udemy)

    • All Your Guidance in 1 Book

      The e-book that will help you land your data science job.

      The Friendly Data Science Handbook 2020
      The Friendly Data Science Handbook 2020
      9.95
      Save 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.
      Quantity
      Coming soon
    • Data Science☁️

      "Data Science is watching you"

    • Data Science Resources

      The best curated list of Data Science materials on the web!

      Ways to Learn Data Science

      Ways to Learn Data Science

      Here are some different approaches to start your Data Science Journey. Remember, there is no right path, there is only your path!

      Python for Data Science

      Data Science in Python

      Here's a simple guideline that you can follow to learn Data Science in Python!

      Data Science blogs

      Data Science in R

      Here's a simple guide to learn Data Science in R!

      10 Essential Skills for Data Science

      Essential Skills for Data Science

      Here are 10 Essential Skills that are needed for Data Science! It gives you a high-level overview of what is needed.

      Experts Advice on Data Science

      Expert Advice on Data Science

      The advice you'll need to become a Data Scientist.

      Data Science blogs

      Most Common Data Science Interview Questions

      This is a must read to prepare yourself for the Data Science Interview!

      Data Science Toolbox

      The Data Science ToolBox

      Here are some of the important tools needed for Data Science!

      Data Science blogs

      Essential Concepts of Data SCience

      Some important concepts that you need to know about Data Science.

      Data Science Pipeline guide

      Guide: Data Science Pipeline

      Here is a beginner's guide to the Data Science Pipeline. Learn how the whole process works, from start to finish.

      SQL for data science

      SQL For Data Science

      Everything you'll need about SQL to prepare yourself in Data Science.

      data science projects

      10 Data Science Projects

      Not sure what projects to work on? Take a look at these 10 amazing Kaggle projects!

      Data Storytelling

      Data Storytelling 101

      Here are 6 Steps on how to tell your story like a Senior Data Scientist!

      Data Science Youtube Videos

      Data Science YouTube Videos

      I've compiled some of the best YouTube videos that you can find for learning Data Science!

      Data Science github repositories

      GitHub Repositories for Data Science

      Some great GitHub Repos to learn Data Science!

      Data Science blogs

      Best Data Science Blogs

      My top 10 favorite blogs to learn Data Science and Machine Learning

      Data Science blogs

      Web Scraping for Data Science

      All the resources you need to learn Web Scraping in Python + BeautifulSoup

      Data Science blogs

      NLP for Data Science

      The best resources to learn NLP for Data Science!

    • Machine Learning ☁️

      "Machine Learning is the future"

    • Machine Learning Resources

      All of the best Machine Learning resources.

      Essential Concepts of Machine Learning

      The foundations of Machine Learning is a must. Here are some of the most essential concepts you need to know for Machine Learning.

      Best Machine Learning Tutorials

      There are an overwhelming number of courses and tutorials available online. These are all introductory content and are the more popular ones you'll find.

      Google Machine Learning Crash Course

      A new approach to learn Machine Learning Google Style. This is a crash course series!

      Guide to Machine Learning

      Start Here if you are new to Machine Learning! This article will cover the basics in an easy manner.

      Stanford Machine Learning Notes

      Andrew Ng's Stanford Machine Learning Notes and slides all in one place!

      Best Machine Learning Slides

      If you want to learn Machine Learning from Scratch and get a good understanding on what's under the hood, then check these slides out!

      Best Machine Learning Glossary

      One of the best Machine Learning Glossary by Google that I've found online. It will definitely come in handy!

      Machine Learning Algorithms

      Here are 8 of the most common and popular machine learning algorithms. These articles will help clarify everything!

      How To Start a ML Project

      A step by step mini-guide on how you can start any Machine Learning Project.

      Best Machine/Deep Learning Notes

      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!

      📕 Statistic

       

      Think Stats – Probability and Statistics

       

      Statistical Inference for Data Science 

       

      Think Bayes – Bayesian Statistics Made Simple

       

      Doing Bayesian Data Analysis with R

      📗 Machine Learning

       

      An Introduction to Statistical Learning

       

      The Elements of Statistical Learning

       

      Machine Learning Yearning

       

      Deep Learning

       

      A Course in Machine Learning (CIML)

       

      Machine Learning - The Complete Guide

       

      A First Encounter with Machine Learning

      📘 Data Science

       

      Data Jujitsu by DJ Patil

       

      Data Science for Business

       

      Data Science From Scratch

       

      Data Science For Dummies

       

      Art of Data Science

       

      R for Data Science

       

      Python Data Science Handbook

       

       

      📙 Other

       

      Automate the Boring Stuff With Python 

       

      Python Cookbook

       

      R For Beginners

       

      Natural Language Processing with Python

       

      The Data Science Handbook – Advice & Insights from Data Scientists

       

      Business Case Analysis with R

       

      R for Everyone Advanced Analytics and Graphs

    • Instagram

      Follow @data.rl

    • 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

       

      ➤ Linear Algebra

      Matrices, Vectors, Eigenvalues/Eigenvectors, Linear Transformations & Equations

       

      ➤ Inferential Statistics

      Sampling Distribution, Central Limit Theorem, Hypothesis Testing, Types of Errors, ANOVA, Chi-Square, T-Test

       

      ➤ Probability Theory 

      Random Variables, Types of Distributions, Sampling, Conf. Intervals, Z Scores

       

      ➤ Basic Calculus

       

      ➤ Linear Programming

      Formulating a Real Problem to a Mathematical Model

       

      ➤ Optimization

      Gradient Algorithms & Objective Functions

       

      ➤ Graph Theory

      Trees, Nodes, Edges

       

      ➤ Data Structures

    • The Blog

      My awesome collection of articles

      The Machine Learning Guide for Beginners
      April 5, 2020 · machine learning,Guide,unsupervised learnin,reinforcement learni,beginner
      Should 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...
      A Beginner's Guide to the Data Science Pipeline
      April 5, 2020 · data science,machine learning,ai,pipeline,beginner
      Once 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...
      Learn 7 Machine Learning Algorithms in 7 Minutes
      February 22, 2018 · machine learning,data science,guide,tutorial,process
      My 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.

    • Feedback

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      You + Us = Awesome.

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