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  • Gain an Edge in Lottery with Math

    Is it possible to beat lottery? In this post, we conduct data analysis of Toto, a Singapore lottery with twice-weekly draws.

  • Mapping Global Cuisine with Word Embeddings

    How can we systemically identify analogous food items across cultures? Learn how using word embeddings.

  • Random Forest Tutorial: Predicting Goals in Soccer

    Learn how a random forest model can help us to predict the probability of a goal, with applications ranging from performance appraisal to match-fixing detection.

  • Kernel Density Plots

    Visualizing soccer data, we identify hot spots where most shots occur, shot preferences across players, and comparisons between different teams like Liverpool and Manchester United.

  • Self-Organizing Maps Tutorial

    Visualize large datasets and identify potential clusters with this special breed of neural networks that uses neurons to learn the intrinsic shape of your data.

  • Layman’s Guide to A/B Testing

    A/B tests help you decide between two options, A and B. Read this step-by-step guide on conducting your own A/B test to make the right decisions.

  • Time Series Analysis with Generalized Additive Models

    Whenever you spot a trend plotted against time, you would be looking at a time series. The de facto choice for studying financial market performance and weather forecasts, time series are one of the most pervasive analysis techniques because of its inextricable relation to time - we are always interested to foretell the future.

  • Artificial Neural Networks Introduction (Part II)

    In the 2nd part of our tutorial on artificial neural networks, we cover 3 techniques to improve prediction accuracy: distortion, mini-batch gradient descent and dropout.

  • k-Nearest Neighbors & Anomaly Detection Tutorial

    Do you know what gives red and white wine their colors? Use k-NN to discover the chemical make-up that defines typical types of wines, as well as to detect atypical ones.

  • Random Forest Tutorial: Predicting Crime in San Francisco

    Learn how random forests, an ensemble of decision trees, can help predict where and when a crime will happen in San Francisco, California.

  • Learning Data Analytics Online: 5 Tips to Get Started

    Getting started with data analytics is a tough, uphill battle, especially when you’re doing it all online. With the rise of remote work and e-learning, more and more people are turning to online... The post Learning Data Analytics Online: 5 Tips to Get Started appeared first on Any Instructor.

  • Microsoft Business Analyst Professional Certificate: Reviewed!

    So you’re considering the path of a business analyst, and you’ve come across the Microsoft Business Analyst Professional Certificate. But is it any good and is it worth taking? In this review post,... The post Microsoft Business Analyst Professional Certificate: Reviewed! appeared first on Any Instructor.

  • Is an Online Course for You?

    Three years ago, I was at a crossroads in my career, questioning whether to upskill and learn about data through traditional classes or explore online education. Well, I chose the online self-learning track,... The post Is an Online Course for You? appeared first on Any Instructor.

  • Google AI Essentials Course: A First Look

    Thinking of having a go at boosting your productivity using AI? Then, the Google AI Essentials course might be a good place to start! But what will you learn from this new course... The post Google AI Essentials Course: A First Look appeared first on Any Instructor.

  • IBM AI Product Manager Professional Certificate: A First Look

    As AI expands its reach into every industry and aspect of our lives, the need for skilled professionals who can effectively manage AI products is growing rapidly. The IBM AI Product Manager Professional... The post IBM AI Product Manager Professional Certificate: A First Look appeared first on Any Instructor.

  • Meta Data Analyst Professional Certificate: First Look

    Thinking of exploring a career as a data analyst and are thinking of a course that can help you pick up all the needed skills? You might want to consider the Meta Data... The post Meta Data Analyst Professional Certificate: First Look appeared first on Any Instructor.

  • 5 Ways to Start Learning Data Science

    Starting out data science is vastly different from learning any other subject. This is in part due to the diverse nature of data science itself, encompassing a multitude of disciplines such as statistics,... The post 5 Ways to Start Learning Data Science appeared first on Any Instructor.

  • How I Would Learn Data Analytics in 2024

    In 2024, the realm of data analytics stands at the forefront of technological advancement and business strategy. Its importance stretches across various sectors, making the mastery of data analytics not just a beneficial... The post How I Would Learn Data Analytics in 2024 appeared first on Any Instructor.

  • How to Learn Data Analytics in 2024

    You’ve stumbled across this career in data analytics and have been wanting to enter this field. But you’re not sure how to learn data analytics in 2024. If that’s the case for you,... The post How to Learn Data Analytics in 2024 appeared first on Any Instructor.

  • AWS Cloud Technology Consultant Professional Certificate: Review

    Planning to learn more about the AWS cloud ecosystem? Looking for a career as a cloud technology consultant? You must have come across the AWS Cloud Technology Consultant Professional Certificate. But is it... The post AWS Cloud Technology Consultant Professional Certificate: Review appeared first on Any Instructor.