What is Data Science Project Life Cycle Explained Step by Step | ML Lifecycle Steps

Get Certified in Artificial Intelligence. Both tech and Non-Tech can apply! 10% off on AI Certifications. Use Coupon Code - save10 ➡️ https://bit.ly/3vyYMo9 In today's data-driven world, data science has become an indispensable part of businesses and organizations. However, embarking on a data science project can be a daunting task, and it's crucial to understand the various stages involved in the data science project lifecycle. In this video, we'll be taking a deep dive on steps in data science project lifecycle, starting with the initial planning and data acquisition stages, where we define the problem statement and gather the necessary data. We'll then move on to the data cleaning and exploratory analysis stage, where we analyze the data and transform it into a suitable format for modeling. Next, we'll discuss the modeling stage, where we develop a model to solve the problem at hand. We'll also cover the model evaluation and refinement stage, where we assess the performance of our model and make improvements as necessary. Finally, we'll conclude with the deployment and communication stage, where we present our findings and deploy the model for use in production. Throughout this video, we'll be providing insights and best practices for each stage of the project lifecycle, as well as examples and case studies to illustrate how these stages apply in real-world scenarios. Whether you're a data science practitioner or a business leader looking to understand the data science or step by step machine learning project lifecycle, this video is the perfect resource for you. So sit back, relax, and join us on this exciting journey through the data science project lifecycle. Recommended Videos, What is Pseudocode Explained | How to Write Pseudocode Algorithm https://www.youtube.com/watch?v=qfckDdsEIq8 Difference Between AI vs ML vs DL vs Data Science Explained https://www.youtube.com/watch?v=vtoKf-aJSs8 Supervised vs Unsupervised vs Reinforcement Learning | ML Types Explained https://www.youtube.com/watch?v=VvMs3JQbjo0 All Machine Learning Models Explained in 5 Minutes https://www.youtube.com/watch?v=yN7ypxC7838 Like my content on the data science lifecycle steps? Be sure to smash that like button and hit Subscribe to get the latest updates! Let's get social! https://twitter.com/brandlitic https://www.instagram.com/brandlitic https://www.facebook.com/brandlitic #datascience #programming #projectmanagement #machinelearning #deeplearning #softwareengineer #artificialintelligence