In machine learning and statistics, logistic regression is a tool used frequently to create models to summarize the probability of a certain class or event existing. This could be win or lose, pass or fail and many more. Logistic regression is often confused with linear regression, however, they have distinct differences. Linear regression is used to predict trends in data and create models through a “line of best fit”, also calculating sources of errors within the predictions.
I published Machine Learning article with video. Read the article here: 
https://medium.com/mlearning-ai/using-logistic-regression-in-machine-learning-with-python-66af0dd0135c

Linear Regression is a machine learning concept which is a form of supervised learning that uses labelled input and output data. Through linear regression, we are able to construct a model to create predictions based on a dataset and calculate sources of error in our prediction. Machine learning concepts covered in this video include the mathematics of linear regression, machine learning and regression using python and its libraries, and analyzation of datasets with python.
I published Machine Learning article with video. Read the article here: 
https://python.plainenglish.io/machine-learning-for-beginners-78c818f74ba8
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​In our previous Java tutoring sessions, we discussed the common programming structure of how separate classes can have the same attributes or methods. However, we had yet to find a way to ensure the common attributes and methods could be written in such a way that they could be reused for different instances of that same object. We introduced the object oriented concept of polymorphism in this session, and learned how it can be used to create objects that take many forms. We also learned how this useful concept can be used when two classes have a method with the same name but different functionalities.

In this tutoring session,  learn how to use fundamental programming concepts to construct algorithms, and use step-by-step programming methods to create a flappy bird based game application. Concepts learned in this session include algorithms, logical order, and changing properties in our code in order to create a better UI/UX interface.

Java is one of the most widely used programming languages in the world and is a versatile language that can be used for a variety of applications. These include developing desktop applications, mobile applications, and various games.
In this session, we explored complex decision statements, and how to implement them in real life scenarios, as well as coding programs. We also learned relational and logical operators, and how to apply them to perform computational decisions.
Below is the recording of the live Java programming webinar conducted on February 27, 2021.

Java is one of the most widely used programming languages in the world and is a versatile language that can be used for a variety of applications. These include developing desktop applications, mobile applications, and various games.
In this session, we learn how to perform mathematical operations with the Java programming language. Arithmetic operators to perform the core operations like addition, division, multiplication and subtraction were covered, as well as how to incorporate and call methods effectively while performing these operations.
Below is the recording of the live Java programming webinar conducted on February 13, 2021.​

Java is one of the most widely used programming languages in the world and is a versatile language that can be used for a variety of applications. These include developing desktop applications, mobile applications, and various games.
In this Java programming tutoring session, we learn about Methods, and how we can utilize them to maximize efficiency as programmers. We cover the difference between built in and user defined methods, and how we can use the critical components of defining and calling a method in order to make it work. In addition, we learn about method parameters, and how we can prevent repeatedly declaring the same variables over again. Using methods is a crucial part of collecting and organizing data in Java.
Below is the recording of the live Java programming webinar conducted on January 09, 2021.​

Brought to you from our new Coding Lab in Mississauga, Ontario this tutoring session delved deeper into object oriented programming concepts, and built on the skills learned previously. An important topic called composition was covered, along with the importance of it, and how we can use it in code. We also learned the effectiveness of composition, and how we can use it in cases where java cannot recognize inheritance.
Below is the recording of the live Java programming tutoring session conducted on November 21, 2020.​

Java is one of the most widely used programming languages in the world and is a versatile language that can be used for a variety of applications. These include developing desktop applications, mobile applications, and various games.
In this Java Programming webinar, we covered how to initialize variables and store data in them using various data types. In addition, we learned the importance and effectiveness of using the variables throughout the code and discovered how to concatenate the variables with strings to create an effective output.
Below is the recording of the live Java programming webinar conducted on December 05, 2020.​

Java is one of the most widely used programming languages in the world and is a versatile language that can be used for a variety of applications. These include developing desktop applications, mobile applications, and various games. In this video blog, you will be introduced to programming, and how programming languages like Java work. You will also learn about the components of Java, classes, and how to use them to print.
In this video blog, we will learn the underlying concepts relating to the Java programming language along with the structure of it and how we can use it to execute code. We will also cover ways to improve efficiency while coding in Java, and ways to make our program useful.
Below is the recording of the live webinar conducted on November 14, 2020.