As a machine learning engineer, you desire the model built by you is actually capable of solving the business problem which makes Model Evaluation a crucial step. It is required to check the impact of your model on the business problem. Different Model evaluation techniques are available to solve different types of ML problems. Standard …
Model Evaluation using Lift and Gain Analysis | Lift and Gain Charts Read More »
Have you ever used autocorrection while writing emails or autosuggestion of replies on Linkedin? If your answer is “yes”, you can thank natural language processing (NLP). Similarly, we come across so many uses of NLP in our daily work that make our life easy. Do you want to learn the skills on which these tools …
Complete Roadmap to Learn Natural Language Processing in 2024 Read More »
Probability and Statistics are the basic skills required for data science and machine learning. We have already covered statistics for data science in our previous articles. In this article, we will learn about probability for data science, how is probability used in machine learning, and what are the important topics you need to know in …
With the growing demand, hot salaries, and promising career opportunities. It is high time for you to be in the field of data analytics. Data Analyst, Data Engineer, and Data Scientist are considered to be the “big three” job profiles in the data analytics domain. “Data Science”, this term attracts the mind of so many …
How Long Does it Take To Learn Data Science From Scratch Read More »