Maths For Machine Learning

-
Before anything else, we must have the essential Maths skills for Machine Learning...
So that is why we will have a brief overview of all the mathematical concepts, which will help us to pursue our ML (Machine Learning) course.
I found the course on Edx very useful, if you want to refresh your mathematics concepts then you may look at this course; the link is given below:

Essential Math for Machine Learning: Python Edition



Comments

Post a Comment

Popular posts from this blog

Applications of Data Engineering

-
Image
In a previous blog post about data engineering, we went through several many concepts related to data engineering such as data modeling, and then we went through different types of databases, for example, relational databases and we also got a glimpse of relational as well as NoSQL databases. And in today's blog post we will be writing about data engineer applications. Which are basically the use cases of data engineering 1st let's see what data engineering applications mean; so basically when we have data and we have engineered it then there are several things that we can do with that data and these things that we can do with processed data are the use cases of the data engineering. For example: If we have filled our containers with the data then it's not of any good use if it is not clean and well-formed. If your data is well-formed and if there are no logical mistakes, missing values, and garbage then we can easily perform the use cases and applications of data enginee...
Read more

Good Pieces of Advice for Freshers

-
Image
To let you know a few useful things, I asked some experienced people, and here is what they have for you... Be open to changes. Focus on improving your soft / people skills. It will be hard sometimes but believe in yourself. You have got it. ( Rahat-Undergraduate ) Try to do good in quizzes and OHTs (One hour test or mids) cause when finals don't go well, these can help in getting good gpa which are comparatively easy then finals. ( Ayesha Munir-Undergraduate )   A few years later when you would look back at this time, GPA won't make you happy, but the memories of these 4 years will. Your career is important but so is having a good time. So work hard, party harder! ( Haris-Undergraduate ) From the start try to build your connections with seniors because they know more than you and.. are best counselors.. Focus on your quizzes and assignments because they are the building blocks of your Grade.. Your Good Image play some important part for favoritism points in exam....
Read more

Relational Data Model

-
Image
In the previous blog post, we covered Data Modeling. We have seen that data modeling is really important before jumping into predictive modeling.  In this article, we will cover the Relational Data Model (RDM). Let's start from the very basics, relational means anything which is linked with some other thing. This link is called "Relationship". In RDM or RM there are major three types of relationship cardinalities (also called Multiplicities or Cardianalities): 1. One to one 2. One to many 3. Many to many We can understand these with the help of a few simple examples;  One to one: One department has one manager. One to many: One class has many students. Many to many: Many teachers can teach many students. Okay, so we have got an abstract overview of the term " Relational ", now the next thing is " Data ", data covers everything, anything... And finally, " Model " means something in the form of a template, design, a kind of blueprint.  To store...
Read more

Banana News Network

-
Image
So, yeah a quick blog post on HTML. You need to make a news website layout, how do you do that? I made a simple web page, that I want to share with you.. The code: <!DOCTYPE html> <html> <head><title> Banana News Network </title></head> <body> <table style= "font-family: georgia;" cellspacing= "0" > <tr> <th width= "100%" colspan= "3" style= "padding-left:50px; background-color: yellow; font-size:30px" ><h1><img src= "b.png" width= "50px" > BANANA NEWS NETWORK </h1></th> <td></td> </tr> <tr> <td colspan= "3" ><span> <ul type= "none" style= "background-color:black; font-size: 30px; font-family: georgia; " > <li style= "display:inline-block" ><a href= "something.html" style=...
Read more

Question...

-
Image
There was a question related to <datalist>  regarding HTML 5. Question: Is it necessary to have <input> tag for  <datalist> usage or The search bar in the output is due to the <input> tag? Answer: Yes, the <input> tag is a must before <datalist> tag, this is because if you don't use <input> tag, then there will be no data list in the output. Reference code: (WITHOUT INPUT TAG) <!DOCTYPE html> <html><head><title></title></head> <body> <form action="" method="" > <datalist id= "list" > <option value= "a" > <option value= "b" > <option value= "c" > <option value= "d" > </datalist> </form> </body> </html> Output: Nothing in the output _ blank Do you see anything in the output ? No, right? Now let us put input tag, like this: ...
Read more

Learning : 2 Years : EXAMZ (2)

-
Image
About 2 years have been passed in the university and I have learned a lot in these two years. By "learned a lot" I don't mean only the academic learning but it also involves non-academic learning. When I was in my college, I read in my English book, that you had less number of classes to attend and less number of books to study in the university, but this is not the case, NOT AT ALL! This is true that courses are less in number but they are much in content... So coming back to the learning point, let's have a look at the list below: Always try to do your own work by yourself, never ask for help to other people a lot , people might help you in the beginning but when you ask them a lot then they will   be annoyed of you. So, do your work by yourself till the end point, and when you try your best, when you give your best, the best will come to you. No matter how much is the task difficult, if you are trying but are not succeeding in it, you will witness ...
Read more

See The Pattern : Similarity

-
Image
There are a lot of challenges and issues that demand for similarity measures among the graphs or networks, with the increase in technology the social network is also increasing day by day, therefore there is a need for more speed and more security. When we look at the mutual friends on Facebook, when we browse the internet and find all the related material to our search, or when we go to the doctor for DNA tests, the doctor provides the similarity measures among us and our family members. We wonder that how Amazon, YouTube and other related sites are giving suggestions related to our query. So there comes the concept of Similarity among different things and making clusters of those things that are very much similar.  Network Similarity is a vast field, it enables us to accomplish several mining tasks like visualization, discontinuity detection and clustering. And this require algorithms,  Designing of an algorithm to solve any problem is a big task, after the desig...
Read more

Turtle : Not Coming Slow

-
Image
In the above image Mr.Turtle is looking so angry, but don't worry Mr.Turtle, in this blog post we will talk about you, and your family member python ... Python has many family members (libraries) and one of the Graphical User Interface library of python is Turtle Graphics . Have you ever seen Animal Planet and Discovery channels on TV? There discoverers like to discover real pythons and turtles. On the other hand, kids like drawing and coloring them on paper, but programmers are fond of giving commands to computer via python and turtle, and then they make something out of that. Yes, you guessed right! Today we'll have a look at Python Turtle Graphics , so let's begin... Below is a code, which outputs a car and some scenery around it, (Not a real one, just on the screen!) # -*- coding: utf-8 -*- from turtle import * #code for drawing car begins pensize(10) color("red","black") begin_fill() forward(150) print(pos()) sety(100) print...
Read more

Bitcoins

-
Image
Points to cover: What is money ? Problems Solution ? bitcoin Bitcoin origin Advantages Disadvantages Books related to it.. Future Assignment  code : fun factor :) Conclusion 1. What is Money? source: https://i.gifer.com/FU8l.gif Definition: Currency, coins, asset, property that we spend/ sell to buy something materialistic. Or that other people give us for our services. Everyday we need to deal with one another and we get some services from other human beings, similarly other people get some reward in exchange of their provided services in order to make a living. That reward could be and mostly is in the form of money. 2. Problems with simple money There are many problems associated with currency in paper or other physical forms, some of them are: They could be stolen. Could get distorted, or torn out. Could fell down. Could become wet in rain. You could lost them in your school bag or any cupboard. and many other unconcerned or l...
Read more