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Engineering Life & Technical Journey Documentation
- Data Availability & Data Sources “Data is the heart of Machine Learning and Data Science”
If we are talking about machine learning, and data science then data usually is indispensable. Instead of reaching the mathematical model by physical laws theoretically, we let the machine learning model identify the patterns which we hope to get us promising results based on our evaluation metric. - Why Machine Learning? and Glimpse on its Big Picture
Machine learning has transformed many industries, and we observe these in our daily lives. That is because of the way machine learning works to solve problems. Before machine learning, we had to figure out the holistic physical laws governing the complex phenomena which are usually difficult to describe and to get into its nitty-gritty details. - Functions and Functional Programming in Python (2. Functions under the hood)
I will talk about some of the very important concepts in Python like Python objects, namespaces, how to inspect them, scopes, name resolution, the order of resolving them, how variables are passed to functions, what the functions return, what are functions’ hidden attributes’, and what else can you do with functions. - Functions and Functional Programming in Python (1. Functions Input Interfaces or Signatures)
In the name of Allah, most gracious and most merciful, Functional programming is a new way of problem-solving that is different from procedural programming. We will start to see … - Natural Language Processing Brief Summary
In the name of Allah, most gracious and most merciful, This is a brief summary of my understanding of Natural Language Processing. I will not enter into much detail … - Linguistics and Arabic Natural Language Processing (NLP) Introduction
In the name of Allah, most gracious and most merciful, A lot of text here is taken as it is from Dr. Nizar Habash‘s papers and text book Introduction …Linguistics and Arabic Natural Language Processing (NLP) Introduction Read More »
- Machine Learning Algorithms, Modeling & Optimization
In the name of Allah, most gracious and most merciful, 1. What is an Algorithm? It is a set of instructions for performing a specific task. A simple addition …Machine Learning Algorithms, Modeling & Optimization Read More »
- Machine Learning IntroductionIn the name of Allah, most gracious and most merciful, In this post, I will talk about the job role of the machine learning engineer and the machine learning …
- Information Retrieval (IR)
In the name of Allah, most gracious and most merciful, Information is our gateway to knowledge, and skill acquisition. You could think of knowledge as the linkage, and organization …
