Usman Malik

Articles: 70

Joined: Apr 17, 2018

Programmer | Blogger | Data Science Enthusiast | PhD To Be | Arsenal FC for Life

Recently published

Article

The Bridge Design Pattern with Python

The Bridge Design Pattern is a Structural Design Pattern, which splits the abstraction from the implementation. In this article, we'll be covering the motivation and implementation of the Bridge Design Pattern in Python. Design Patterns refer to a set of standardized practices or solutions to common architectural problems in software...

Usman Malik

Apr 24, 2020·5 min read

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Reading and Writing JSON Files in Python with Pandas

Pandas is one of the most commonly used Python libraries for data handling and visualization. The Pandas library provides classes and functionalities that can be used to efficiently read, manipulate and visualize data, stored in a variety of file formats. In this article, we'll be reading and writing JSON files...

Usman Malik

Apr 10, 2020·6 min read

Article

Reading and Writing MS Word Files in Python via Python-Docx Module

The MS Word utility from Microsoft Office suite is one of the most commonly used tools for writing text documents, both simple and complex. Though humans can easily read and write MS Word documents, assuming you have the Office software installed, often times you need to read text from Word...

Usman Malik

Mar 31, 2020·7 min read

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Default Arguments in Python Functions

Functions in Python are used to implement logic that you want to execute repeatedly at different places in your code. You can pass data to these functions via function arguments. In addition to passing arguments to functions via a function call, you can also set default argument values in Python...

Usman Malik

Mar 16, 2020·6 min read

Article

Removing Stop Words from Strings in Python

In this article, you are going to see different techniques for removing stop words from strings in Python. Stop words are those words in natural language that have a very little meaning, such as "is", "an", "the", etc. Search engines and other enterprise indexing...

Usman Malik

Mar 05, 2020·18 min read

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Text Classification with BERT Tokenizer and TF 2.0 in Python

This is the 23rd article in my series of articles on Python for NLP. In the previous article of this series, I explained how to perform neural machine translation using seq2seq architecture with Python's Keras library for deep learning. In this article we will study BERT, which stands for Bidirectional...

Usman Malik

Jan 28, 2020·26 min read

Article

Introduction to Speech Recognition with Python

Speech recognition, as the name suggests, refers to automatic recognition of human speech. Speech recognition is one of the most important tasks in the domain of human computer interaction. If you have ever interacted with Alexa or have ever ordered Siri to complete a task, you have already experienced the...

Usman Malik

Jan 03, 2020·8 min read

Article

Tensorflow 2.0: Solving Classification and Regression Problems

After much hype, Google finally released TensorFlow 2.0 which is the latest version of Google's flagship deep learning platform. A lot of long-awaited features have been introduced in TensorFlow 2.0. This article very briefly covers how you can develop simple classification and regression models using TensorFlow 2.0....

Usman Malik

Dec 04, 2019·12 min read

Article

Time Series Prediction using LSTM with PyTorch in Python

Time series data, as the name suggests is a type of data that changes with time. For instance, the temperature in a 24-hour time period, the price of various products in a month, the stock prices of a particular company in a year. Advanced deep learning models such as Long...

Usman Malik

Oct 25, 2019·14 min read