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Performance Metrics

Performance Metrics for Regression: Data Science with Python

2 Comments | Data Science, Data Science with Python | Nidhi Bansal | May 13, 2024

Performance evaluation metrics are used to measure the quality of the statistical or machine learning model. Evaluating machine learning models or algorithms is an equally essential step, similar to data […]

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Recommender System

Recommender System with Python Code Implementation-Part 2

3 Comments | Artificial Intelligence, Data Science, Machine Learning | Nidhi Bansal | January 23, 2024

This article is in continuation to Recommender System with Python Code Implementation-Part 1 where we have discussed content-based filtering. Click on the link below for Part 1. Recommender System with

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Data Science

Exploring the Top 5 Data Science Courses

2 Comments | Data Science | Nidhi Bansal | January 20, 2024

One can easily learn Data Science online. There are many courses available, but we have chosen the top 5 data science courses: 1.    Introduction to Data Science Specialization by IBM

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Data Mining and AI

Data Mining and Artificial Intelligence: A Guide to Profitability

2 Comments | Artificial Intelligence, Data Science, Machine Learning | Nidhi Bansal | January 17, 2024

Digital data is of so much importance nowadays for businesses. We are surrounded by data, but extracting useful information from data is crucial. Extracting insights from big data is not

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Recommender System

Recommender System with Python Code Implementation-Part 1

2 Comments | Data Science, Machine Learning | Nidhi Bansal | January 15, 2024

Introduction to Recommender System The digital world around us is pouring an unprecedented and ever-increasing amount of information on us, and it is very difficult to sort out the elements

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Recommender System

Recommender System- MindMap

1 Comment | Data Science, Machine Learning, MindMap | Nidhi Bansal | January 15, 2024

The Recommender System is widely implemented these days in day-to-day applications. As a user, we are not aware of what intelligence is running behind the applications. To simplify let’s have

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Visualizations for EDA

Data Visualizations for Exploratory Data Analysis- MindMap

1 Comment | Data Science, Machine Learning, MindMap | Nidhi Bansal | January 11, 2024

This is the second MindMap of the series, describing data visualizations for various exploratory data analysis. It will help you in concrete information, and to know which visualization can be

Data Visualizations for Exploratory Data Analysis- MindMap Read More »

Exploratory Data Analysis

Exploratory Data Analysis- MindMap

5 Comments | Data Science, Machine Learning, MindMap | Nidhi Bansal | January 9, 2024

I am creating a summary of different topics for Machine Learning using MindMap. It will help in quick and better understanding of topics. Many times we lost in details although

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Generative AI

Generative AI and its Applications

3 Comments | Artificial Intelligence, Data Science, Generative AI, Machine Learning | Nidhi Bansal | September 6, 2023

Generative AI recently gained popularity and revolutionized Machine Learning Technology. As the name suggests, Generative AI is the subfield of AI that uses Artificial Intelligence to generate content like text,

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Categories

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  • Exploratory Data Analysis
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Published Articles External Links

  1. Natural Language Processing Best Practices in Python and R
  2. R vs Python: What’s the Best Language for Natural Language Processing?
  3. Structured and Unstructured Data
  4. Computer Vision Techniques: Implementing Mask-R CNN on Malaria Cells Data
  5. Overcoming Common Challenges in NLP
  6. Configuring Google Apps Script BigQuery Connection
  7. How to implement Emotional Intelligence using Opinion Mining?
  8. How does Face Detection work using OpenCV?
  9. Jigsaw Unintended Bias in Toxicity Classification-NLP
  10. Artificial Intelligence vs Machine Learning
  11. How to handle missing values in Dataset?
  12. The Lazy Data Scientist’s Guide to AI/ML Troubleshooting
  13. Best Python IDE for Data Science To Get You Started
  14. Numpy Random Seed

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