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Articles tagged with #machine-learning
Triggering Jupyter Notebook execution from the S3 bucket Running jupyter notebook from an S3 bucket is a common use case for most of us. Sadly AWS doesn't allow or support any provision for the same out of the box. Today in this blog I will explain h...
MLflow log python function arguments in experiments How to Log python function arguments/parameters and return value in MLflow. MLflow is widely used for Record and query experiments: code, data, config, and results. Data scientists or Machine Learni...
Classification metrics In a context of a binary classification, here are the main metrics that are important to track in order to assess the performance of the model. Confusion matrix : The confusion matrix is used to have a more complete picture w...
Top 100 NLP Questions Q1. Which of the following techniques can be used for keyword normalization in NLP, the process of converting a keyword into its base form? a. Lemmatization b. Soundex c. Cosine Similarity d. N-grams Answer : a) Lemmatization he...
Now before understanding why AI? Let us first understand what is AI. Artificial Intelligence is a way of making a computer, a computer-controlled robot, or software think intelligently, in the similar manner the intelligent humans think. AI is accomp...
How to make a simple CHAT-BOT using TensorFlow No doubt, a chatbot is a very good solution for many problems like QnA, FAQ, Basic Conversation, and having a chatbot in every solution also helps the business answer the customer in an innovative way co...
