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

Bitcoins : Part 3 : Final

-
Image
In today's blog post we will look at the following remaining points: Bitcoin Origin Advantages Disadvantages Books related to it.. Future Assignment code : fun factor :) Conclusion You may wonder why the above list is beginning from "4", this is because we have covered the points: 1,2,3 previously... you can view them here  and here too :)  so without further ado, let's begin .... Bitcoin Origin When ever the word bitcoin comes into my mind, I used to think of the golden foil wrapped coin chocolates, but fortunately or unfortunately that used not to be the case. Actually One fine morning/evening/or on some other time of the day (2008), a person code named; Satoshi Nakamoto   ( People over the Internet are saying they don't know who is Satoshi Nakamoto, whether a person or some company.)  published a paper naming :   A Peer-to-Peer Electronic Cash System . I hope you have read that as I have attached the link to this paper in th...
Read more

Jumbo Package

-
Image
In this blog post I will talk about: Software Design Patterns Open source platforms e.g. Joomla SEO (Search Engine Optimization) Swift vs Python React vs Angular vs vue.js Machine Learning and related learnings And Choosing Operating System.... Seems so strange, too many things with no visible links ....But wait! I have a solution to this problem, and the solution is in "telling a story" So let's begin John was a student of engineering, he was about to start his academic year for graduation. He wanted to go for software engineering as his major. He got admission in one of the most prestigious college of his state.  He was so passionate and optimistic about his field, he was good in programming and used to participate in every coding and programming contest. Now that he was in his Second year, he thought to get some kind of Internship. So he created his resume, checked it, get it checked by some of his amazing teachers. His resume was somewhat li...
Read more

Probability And Statistics For Engineers

-
Image
Billy Graham said: " We are not cisterns, made for hoarding. We are channels made for sharing. " So I am passing "Probability And Statistics For Engineers by R.A Johnson" to you. As I got this from someone else, to whom I am very thankful. In this book the concepts of the subject are explained very well, I hope you will find this book, helpful and beneficial. There are certain distorted page images, but you can still get it (Insha' Allah!) and, here you go...
Read more

Think Like a Programmer

-
Image
How? Read this book Why? Because you are to become a software engineer and programming is the basic need, the food for thought of a software engineer especially a programmer software engineer... But... This is too long So what? You have to read it! May be it contains something that is beneficial to you..
Read more

Software Engineering Past Papers

-
Image
When we were in school we used to have surplus amount of  past papers, and we used to practice them in order to get prepared for the exam day. But now in university or college ( till bachelors ), we don't have overabundance of or even sufficient past papers. We tried to get them from our seniors or from the teachers. Teachers mostly do not provide any past paper for practicing and senior students usually don't have them, so from where we can get these papers? How can we practice? If you are the one who is in desperate need of past papers regarding Software Engineering courses then here you go..... GTUInfo provides them for free, it provides the semester wise and subject wise past exam papers.  so what are you waiting for? click this link  and grab the past papers for practicing more and more for improving your grades.
Read more

Data Engineering Tools

-
Image
   Data is a new oil. To channelize this data we need proper pipelines. These pipelines are mostly called ETL or data pipelines.  There are various tools out there to work out these Extract, Transform, and Load (ETL) operations.  Some of the scripting tools are:  - Python - SQL and NoSQL Apache provides a wide range of products that can be used as Data Engineering tools.  Some of the amazing apache DE services comprised of; - Hadoop - Spark - Kafka - Cassandra - Hive In addition, some cool DE tools are: - Tableau - Talend - MapReduce These DE tools provide a way to manage the data pipelines in a more effective, efficient, and better way.  Almost every Data-Oriented company in the corporate sector is highly dependent upon these technologies. They are leveraging many of the above-mentioned mechanisms for promising Data Services and Architecture. That's it for today. Hope you have enjoyed this article. If you want to know more about data or software relat...
Read more

Pintos : Series : Part 4 : Final

-
Image
In this blog post, we will be done with our Pintos Project #1 and this Pintos Series AlhumdullillAllah. so let's start... In the previous posts of this series, we have looked at the problem that is of busy waiting. To solve this problem I took help from code written by other people on Github,  so to learn it deeper you can get to look at this code, by Muhammad Zaheer  .  The basic modification is done in two files i.e. timer.c and thread.h;       ALARM CLOCK IMPLEMENTAIONS      ========================== Changes in timer.c:   - A global list of sleeping threads is created as: -static struct list sleep_list; Changes in thread.h:   - For keeping track of a sleeping thread when woken up, we declared: -int64_t sleep_time;   - When a thread calls timer_sleep(), it gets into the sleep list as: -struct list_elem sleep_list_elem Algorithms Used ...
Read more

Web Scraping : Urdu News

-
Image
Web scraping is an amazing method to collect data. Many data scientist use this method. I have scrape Urdu news . Urdu is difficult to scrape but thanks to Python and its libraries. Have a look at the code and outputs below:
Read more

Relational DB, ORM and ERP systems

-
Image
When something is getting obsolete, we usually use to say it in Urdu as: Translation:That time has gone... With each passing second data is increasing and to make efficient use of that data we need to store it in some structured form. In past almost all the enterprises used to store data, in rows and columns on paper; like for attendance of staff members, there was a register in which name and corresponding status of attendance is marked. Bills, payment status, resource planning, human resource management, everything was (just) on papers. so yeah, that time has almost gone; when people used to store a lot of data on papers and in files.  Image Source But then technology grew up and paperwork is shifted on digital world. (But, there are still many companies relaying on paper work more than on computers!). So as mentioned above, the problem is; data is expanding. We need to deal with it, we need to manage it properly.  According to Quickbase article on datab...
Read more

An Interview with Pakistani Data Scientist : Dr. Zeeshan Ul Hassan Usmani

-
Image
Dr. Zeeshan-ul-Hassan Usmani, the name known for Data Science, Predictify me, Eisenhower fellowship  and most importantly motivation for many of the students. He is the Author of book like  (C++) ++سی/سی ,  Bit Coin Block Chain aur Crypto Currency بٹ کوائن، بلاک چین اور کرپٹو کرنسی  and many other, you can visit them here . Today "Data Science Tales - A Tech blog by Bia Chaudhry," asked him some of the questions, as an interview and we are very glad that he gave his precious time to answer them. It was kinda "Remote Interview"... not the traditional one.. The Interview Question:  How can you describe " Dr. Zeeshan ul Hassan Usmani " ? ANSWER: I am a shameless idealist. We are all idealists at some stage of our lives but then it fades away and we live as a mediocre. I don’t want it to fade away. I remind myself almost every day that I need to make my today better than my yesterday, and the challenge is keep getting harder J . We onl...
Read more