Over the years, I have invested in hundreds of products and services that have helped me transform and continually master every area of my life.
I’ve invested in everything from health biology, genomics, data science, online training courses, attended dozens seminars, read hundreds of books, and used many tools and resources to help grow my data science skills and online businesses. I get asked all the time about what I use and personally recommend, which is why I thought it’d be useful to share all of the best data science and online business resources that I use (or have used) and love.
This page contains all of the best data science, self-development and online business resources that I’ve benefitted from to help you on your path. Whether you want to learn data science, improve your health or fitness, start an online business, make passive income, or improve your relationships – this page provides tools and resources to help you. We’re constantly updating these resources, so make sure you check back often!
This page contains affiliate links. If you purchase a product through one of them, I will receive a commission (at no additional cost to you). Thank you for your support!
Practical Guide to Cluster Analysis in R
Provides practical guide to cluster analysis, elegant visualization and interpretation. It covers 1) dissimilarity measures; 2) partitioning clustering methods (K-means, K-Medoids and CLARA algorithms); 3) hierarchical clustering method; 4) clustering validation and evaluation strategies; 5) advanced clustering methods, including: Hierarchical k-means clustering, Fuzzy clustering, Model-based clustering and Density-based clustering.
Practical Guide To Principal Component Methods in R
Provides a solid practical guidance to summarize, visualize and interpret the most important information in a large multivariate data sets, using principal component methods such as PCA (Principal Component Analysis), CA (Simple Correspondence Analysis), MCA (Multiple Correspondence Analysis ) and more.
Machine Learning Essentials: Practical Guide in R
Discovering knowledge from big multivariate data, recorded every days, requires specialized machine learning techniques. This book presents an easy to use practical guide in R to compute the most popular machine learning methods for exploring data sets, as well as, for building predictive models.
R Graphics Essentials for Great Data Visualization
This book provides more than 200 practical examples to create great graphics for the right data using either the ggplot2 package and extensions or the traditional R graphics.
GGPlot2 Essentials for Great Data Visualization in R
This book presents the essentials of ggplot2 package to easily create beautiful graphics in R. Key features: 1) Covers the most important graphic functions; 2) Short, self-contained chapters with practical examples.
Network Analysis and Visualization in R
This book provides a quick start guide to network analysis and visualization in R. You’ll learn, how to create static and interactive network graphs.
Practical Statistics in R for Comparing Groups: Numerical Variables
This R Statistics book provides a solid step-by-step practical guide to statistical inference for comparing groups means using the R software. It is designed to get you doing the statistical tests in R as quick as possible. The book focuses on implementation and understanding of the methods, without having to struggle through pages of mathematical proofs.
Inter-Rater Reliability Essentials: Practical Guide in R
Covers the most common statistical measures for the inter-rater reliability analyses, including cohen’s Kappa, weighted kappa, Light’s kappa , Fleiss kappa, intraclass correlation coefficient and agreement chart.
- ggpubr: ggplot2’ Based Publication Ready Plots
- ggcorrplot: Visualization of a Correlation Matrix using GGPlot2
- rstatix: Pipe-friendly Framework for Basic Statistical Tests in R
- factoextra: Extract and Visualize the Results of Multivariate Data Analyses
- survminer: Drawing Survival Curves using ggplot2
- datarium: Data bank for statistical analyses and visualization
DATA SCIENCE BOOKS
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks.
Data Science for Beginners: 4 Books in 1: Python Programming, Data Analysis, Machine Learning.
Created with the beginner in mind, this powerful bundle delves into the fundamentals behind Python and Data Science, from basic code and concepts to complex Neural Networks and data manipulation. Inside, you’ll discover everything you need to know to get started with Python and Data Science, and begin your journey to success!
Practical Statistics for Data Scientists: 50 Essential Concepts
This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.
Hands-On Programming with R: Write Your Own Functions And Simulations
With this book, you’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools.
An Introduction to Statistical Learning: with Applications in R
This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented.
Deep Learning with R
Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.
Deep Learning with Python
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples.
Course: Machine Learning: Master the Fundamentals
This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you’ll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.
Specialization: Data Science
Learn Data Science from Johns Hopkins University on Coursera. #1 Specialization on Coursera. Enroll online today! This Specialization covers the concepts and tools you’ll need throughout the entire data science pipeline, from asking the right kinds of questions to making inferences and publishing results. In the final Capstone Project, you’ll apply the skills learned by building a data product using real-world data. At completion, students will have a portfolio demonstrating their mastery of the material.
Specialization: Python for Everybody
Master Python in 5 Online Courses from University of Michigan. Enroll today! This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language.
Courses: Build Skills for a Top Job in any Industry
Explore hundreds of business courses on Coursera today.
Specialization: Master Machine Learning Fundamentals
Master Machine Learning fundamentals in 5 hands-on courses from University of Washington. Enroll today! This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets, create systems that adapt and improve over time, and build intelligent applications that can make predictions from data.
Specialization: Statistics with R
In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrate a conceptual understanding of the unified nature of statistical inference, perform frequentist and Bayesian statistical inference and modeling to understand natural phenomena and make data-based decisions, communicate statistical results correctly, effectively, and in context without relying on statistical jargon, critique data-based claims and evaluated data-based decisions, and wrangle and visualize data with R packages for data analysis.
You will produce a portfolio of data analysis projects from the Specialization that demonstrates mastery of statistical data analysis from exploratory analysis to inference to modeling, suitable for applying for statistical analysis or data scientist positions.
Specialization: Software Development in R
Master Software Development in R and earn your Specialization Certificate from Coursera and Johns Hopkins University. This Specialization will give you rigorous training in the R language, including the skills for handling complex data, building R packages, and developing custom data visualizations. You’ll be introduced to indispensable R libraries for data manipulation, like tidyverse, and data visualization and graphics, like ggplot2. You’ll learn modern software development practices to build tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers.
Specialization: Genomic Data Science
This Specialization covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in genomic data science including how to use the command line, along with a variety of software implementation tools like Python, R, Bioconductor, and Galaxy.
VIDEO AND AUDIO EQUIPMENTS FOR COURSES AND WEBINARS
YouTube Vlogging Camera Recorder Full HD
Pretty decent and fun camera with a lot of accessories.
Dragon Touch 4K Action Camera 16MP
Professional 4K/30FPS, 2.7K/30fps, 1080P/60FPS video and 16MP photo resolution enables you to capture exciting moment for you. Waterproof. High quality materials and construction for a reasonable price. Plenty of connection options.
Panasonic Lumix GH5 4K Digital Camera
This 4K HD camera from Panasonic gives you pro performance and cinematic video. This is what many youtube influencers use to record most of the videos.
Ready for any shooting scenario, Sony’s PXW-Z150 handy professional camcorder delivers stunning 4K image quality, 120fps HFR Full-HD slow-motion and built-in advanced networking for live streaming and wireless workflow. This is the camera used by many influencers for live streaming.
Sennheiser EW 112
A wireless mic setup for recording a great video blogs.
Blue USG Yeti USB Microphone
This is the USB microphone I use for recording screen captures or interviews from my computer.
Telestream’s Wirecast is the only cross-platform, all-in-one Live video streaming production software that enables capture, live production, and encoding of live streams for broadcast to multiple servers and platforms simultaneously. The perfect webcasting tool.
This is the software that I use to record screen capture videos for some of my videos
This is a simple, easy to use software for editing videos. It’s what I use whenever I need to edit a video. It’s available for Mac only.
CREATION OF EBOOK AND MARKETING MATERIALS
Creates AMAZING eBooks & Reports In 5 MINUTES Without Typing Any Words
People involved in marketing spend a lot of time creating marketing materials in the form of eBooks, white papers and reports to add strength to their marketing pitches. it is basically a cloud-based software that comes packed with a lot of inbuilt professional templates along with nice and attractive covers to give your eBooks that professional appeal. And the most important aspect of Sqribble software is that creating an eBook is extremely easy and simple and you don’t need any technical knowledge to create eBooks using the Sqribble eBook builder app. Just click, design and publish your own ebooks, reports and whitepapers in minutes
MONEY AND INVESTING
Secrets of the Millionaire Mind: Mastering the Inner Game of Wealth
Awesome book written by T. Harv Eker that really goes into the mindset and philosophy towards being financially successful.
MONEY Master the Game: 7 Simple Steps to Financial Freedom
In his first book in two decades, Tony Robbins turns to the topic that vexes us all: How to secure financial freedom for ourselves and for our families. “If there were a Pulitzer Prize for investment books, this one would win, hands down”
Unshakeable: Your Financial Freedom Playbook
No matter your salary, your stage of life, or when you started, this book will provide the tools to help you achieve your financial goals more rapidly than you ever thought possible.
Rich Dad Poor Dad
Another awesome finance book written by Robert Kiyosaki on developing the proper mindset of building wealth.
CASHFLOW Quadrant: Rich Dad’s Guide to Financial Freedom
Rich Dad’s Cashflow Quadrant is a guide to financial freedom. It’s the second book in the Rich Dad Series and reveals how some people work less, earn more, pay less in taxes, and learn to become financially free.
The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!
One of the best books that I’ve read that teaches you the right way to becoming wealthy.
HEALTH AND FITNESS
LifeSpan TR1200-DT3 Under Desk Treadmill
The LifeSpan TR1200-DT3 is a top selling treadmill base and console, designed to support single users or small teams. The compact under-desk treadmill guarantees a perfect fit and easy placement under your standing desk. The portable control console is small enough to fit discretely on your desktop and still provide all the features you need, including readouts for steps, time, distance, calories and speed.
Body for Life: 12 Weeks to Mental and Physical Strength
A popular 12-week health and fitness program created by Bill Phillips to help you create the body you’ve always dreamed of.
Fitbit Charge 3 Fitness Activity Tracker
Better measure calorie burn, understand resting heart rate & more with 24/7 heart rate tracking and a battery life of up to 7 days. Choose from 15 plus exercise modes like run, bike, swim, yoga, circuit training and more, set goal, and get real time stats during your workouts to see how you can keep getting better
Vitamix Total Nutrition Center
This is the professional blender that I use every day for consuming healthy smoothies and crucial nutrients to live at optimal health.
Omega Juicer J8004
This is the slow juicer that I use every morning boost my energy through the vegetables that I juice.
MassZymes - Premium Digestive Enzyme Supplement by BiOptimizers
Masszymes is a medical-grade enzyme formulation that increases your enzyme potential, allowing for optimal protein digestion and absorption necessary for growth. The formulation cleanses your gastrointestinal system of undigested protein, while improving energy and cognitive function as well.
Brain Supplement Nootropics Booster - Enhance Focus, Boost Concentration, Improve Memory and Clarity
Nootropics are dietary supplements that help support brain function like memory and focus. Experience how Alpha BRAIN can improve your mental performance today.
Sleep Master Sleep Mask
Featuring total light elimination plus built-in sound muffling, Sleep Master is a premium quality adjustable sleep mask.
RESURGE Natural Supplement for Deep Sleep and Weight Loss Formula
Resurge is absolutely 100% natural, safe and effective for deep sleep and waight loss. Resurge is the only product in the world to contain 8 special nutrients in the exact amounts scientifically proven to improve deep-sleep and enhance natural metabolic regeneration in both women and men.
The Lost Book of Remedies
Discover the Forgotten Power of Plants with Dr. Nicole Apelian. You’ll find 800+ beneficial plants and remedies in “The Lost Book of Herbal Remedies”. It includes recipes of tinctures, teas, decoctions, essential oils, syrups, salves, poultices, infusions and many other natural remedies that our grandparents used for centuries. What’s also special about this book is that it has between 2 and 4 high definition, color pictures for each plant and detailed identification guidelines to make sure you’ve got the right plant.
Premium Blue Blocker Glasses for Better Sleep by Swanwick
Do you have trouble sleeping after working on the computer or watching tv? By wearing Swannies blue blocker glasses while working or gaming you’ll experience less eye strain, headaches, and protect your eyes from harmful blue light. Decrease eye strain, fatigue and more so you can be productive in device-driven industries. You’ll have better sleep too!
The Reboot with Joe Juice Diet: Lose Weight, Get Healthy and Feel Amazing
The Reboot with Joe Juice Diet brings us the plan that allowed him to overcome obesity, poor health, and bad habits. It also presents success stories from others whose lives he’s touched.
The Liver and Gallbladder Miracle Cleanse: An All-Natural, At-Home Flush to Purify and Rejuvenate Your Body
Take charge of your liver and gallbladder health with this simple and effective guide to detoxing, eliminating gallstones, and improving liver function. The Liver and Gallbladder Miracle Cleanse teaches you how to easily and painlessly remove gallstones in the comfort of your own home. Ridding your body of these disease-causing stones allows you to reclaim your health and vitality while relieving your suffering from symptoms of toxic gallstone buildup.
Your Body’s Many Cries for Water
This book, based on a pioneering physician’s twenty years of clinical and scientific research into the role of water in the body, explains a breakthrough discovery that Unintentional Chronic Dehydration(UCD) produces stress, chronic pains and many painful degenerational diseases.
His Needs, Her Needs: Building an Affair-Proof Marriage
Willard F. Harley, Jr., identifies the ten most vital needs of men and women and shows husbands and wives how to satisfy those needs in their spouses. He provides guidance for becoming irresistible to your spouse and for loving more creatively and sensitively, thereby eliminating the problems that often lead to extramarital affairs.
MOTIVATION AND SELF-DEVELOPMENT
The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change
Every so often a book comes along that not only alters the lives of readers but leaves an imprint on the culture itself. The 7 Habits is one of those books. One of the most inspiring and impactful books ever written, The 7 Habits of Highly Effective People has captivated readers for 25 years. It has transformed the lives of presidents and CEOs, educators and parents—in short, millions of people of all ages and occupations across the world.
The HeartMath Solution
Access the power of your heart’s intelligence to improve your focus and creativity, elevate your emotional clarity, lower your stress and anxiety levels, strengthen your immune system, promote your body’s optimal performance, and slow the aging process.
The 4-Hour Workweek
A popular book written by Tim Ferriss on how to escape the 9-5, create passive income streams, automate and outsource our lifestyle, travel the world and live that life you’ve always dreamed of.
The ONE Thing: The Surprisingly Simple Truth Behind Extraordinary Results
In The ONE Thing, you’ll learn to cut through the clutter, achieve better results in less time, build momentum toward your goal, dial down the stress, overcome that overwhelmed feeling, revive your energy, stay on track, and master what matters to you. The ONE Thing delivers extraordinary results in every area of your life — work, personal, family, and spiritual.
The Slight Edge: Turning Simple Disciplines into Massive Success and Happiness
The Slight Edge is a way of thinking, a way of processing information that enables you to make the daily choices that will lead you to the success and happiness you desire.
The Greatest Salesman in the World
The Greatest Salesman in the World is a book, written by Og Mandino, that serves as a guide to a philosophy of salesmanship, and success, telling the story of Hafid, a poor camel boy who achieves a life of abundance.
Awaken the Giant Within : How to Take Immediate Control of Your Mental, Emotional, Physical and Financial Destiny!
The acknowledged expert in the psychology of change, Anthony Robbins provides a step-by-step program teaching the fundamental lessons of self-mastery that will enable you to discover your true purpose, take control of your life, and harness the forces that shape your destiny.