Machine learning is a powerful tool for solving a wide range of problems, from image and speech recognition to natural language processing and predictive modeling. As a beginner in the field of machine learning, it can be overwhelming to decide on a project to work on. We will provide five project ideas that are suitable …
Five Machine Learning Project Ideas for Beginners Read More »
Pytorch is a free and open-source deep-learning framework developed by Meta and based on the Torch library. It is used mainly for machine learning tasks like computer vision, natural language processing, and speech recognition. In this post, you will discover the Pytorch library for Deep Learning. What Is Pytorch? Pytorch is an open-source deep learning …
As a brief definition, Microservices is an architecture used in software development. Every data scientist needs to have minimum knowledge of DevOps concepts to be able to deploy their own app. In this article, we are going to answer the following questions: What are microservices, why do we need them, how do they connect with …
Introduction to Microservices for Data Scientists Read More »
In this article, I will go through dockerizing a flask deep learning app. The project is divided into 2 parts. The first part consists of creating the TensorFlow app using Flask. You can find the first part here. In the second part (this article), we will containerize this app using Docker. Tensorflow app using docker …
In this project, we will see step by step how to create an NLP project of sentiment analysis using TensorFlow and Streamlit. You will find the code source on the GitHub repository: Code source: https://github.com/tech-data/Emotion-Detection-from-Text-using-Neural-Netwroks lamya A.Hey there! I am the creator of AI Decoder. I am a data scientist by training and a Ph.D. …
Emotion Detection from Text using Neural Networks and TensorFlow Read More »
Starting to learn machine learning online can be overwhelming because there are many good online courses out there. I understood the situation, I was there too. In this article, I will tell you more about the course that I recommend the most for any beginner in machine learning. Machine learning specialization by Andrew NG is …
Best Machine Learning Course for Beginners in 2022 Read More »
In this video, I will show you how to use Selenium to scrap titles, thumbnails, and views count of a YouTube video. This is the code source of this project on GitHub: https://github.com/tech-data/Youtube-scraper If you have a question, leave it in the comment section below. lamya A.Hey there! I am the creator of AI Decoder. …
Scrap YouTube titles, views, and thumbnails using Selenium and Python. Read More »
Customer churn is a critical indicator to measure and understand a company’s clients. Keeping 100% of customers happy is unfortunately unrealistic. That’s why companies try so hard to increase their customer retention rate. In this tutorial, we are going to build a customer churn project based on the Telco dataset using machine learning and python. Table of content: Customer churn definition Dataset …
Customer Churn Prediction Using Machine Learning and Python Read More »
In this tutorial, we will explain and implement a customer segmentation project using K-prototypes. In this article, you will discover what customer segmentation is, why companies use it, and how to create a customer segmentation project using K-prototypes algorithm. After completing this tutorial, you will know: Customer segmentation Definition Why segment customers? Customer segmentation types …
Customer Segmentation Project using K-prototypes with Code Source Read More »
In deep learning, activation functions are essential to controlling how well the model will learn from the training dataset and determining the type of predictions the model will make. Activation functions help the neural network model select useful information from noise. Therefore, the choice of an activation function should be made carefully. In this article, …
Activation Functions in Neural Networks: A Complete Guide Read More »
