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Machine Learning (ML)

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AI Usecases in Agriculture Industry
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Agriculture Technology AI Applications Industry Applications Agriculture Technology AI Applications Machine Learning (ML) Computer Vision
AI Usecases in Agriculture Industry # Introduction # In the today world where energy saving, …
AI Use Cases in Food Processing
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AI Applications Industry Applications AI Applications Industry Applications Computer Vision Machine Learning (ML) Business Concepts Automation Manufacturing Technology Food Technology
AI Use Cases in Food Processing # Introduction # The food processing industry is a vital sector in …
What is GAN?
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Generative AI AI/ML Models Artificial Intelligence (AI) Generative AI Deep Learning (DL) Neural Networks Machine Learning (ML) Computer Vision AI Models
What is GAN? # What is GAN (Generative Adversarial Network)? # Generative adversarial networks …
Introduction to Neural Network
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AI/ML Models Machine Learning (ML) Artificial Intelligence (AI) Neural Networks Deep Learning (DL) Machine Learning (ML) Artificial Intelligence (AI) AI Model Architecture Data Science AI Fundamentals AI Model Training AI Algorithms
Introduction to Neural Network # Introduction to a Perceptron # A perceptron is a type of …
Timeseries Interview Questions
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Data Science Statistics Business & Career Time Series Analysis Data Science Career Statistical Analysis Predictive Analytics Machine Learning (ML) Data Science Statistical Methods Python
Timeseries Interview Questions # What are the characterstics of time series data? # Time series …
Linear Regression Interview Questions
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Machine Learning (ML) AI/ML Models Statistics Machine Learning Algorithms Statistical Analysis Machine Learning (ML) AI Model Evaluation Data Science Predictive Analytics Statistical Modeling
Linear Regression Interview Questions and Answers # In this question-answer article, I will try …
GPT Usecases
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Generative AI Language Models (LLMs) AI Applications AI Industry Natural Language Processing (NLP) Machine Learning (ML) Specific AI Models Language Models (LLMs) AI Technology Transformer Architecture
What is GPT? # GPT is a transformer. Don’t confuse it with your electricity transformer! In …
ChatGPT Usecases
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Generative AI Language Models (LLMs) AI Applications Natural Language Processing (NLP) Machine Learning (ML) Specific AI Models AI Industry AI Applications Language Models (LLMs)
What is ChatGPT? # ChatGPT is general purpose - “chat model” from OpenAI. It is a …
What is Computer Vision
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Computer Vision (CV) Artificial Intelligence (AI) Computer Vision Image Processing Deep Learning (DL) Neural Networks Machine Learning (ML) AI Applications
What is Computer vision? # Background # In the digital world, scientists are working hard to create …
What is NLP?
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Natural Language Processing (NLP) Artificial Intelligence (AI) Machine Learning (ML) Natural Language Processing (NLP) Text Analysis Language Models (LLMs) NLP Applications Text Mining
What is NLP? # Humans interact with their surroundings using different kinds of inputs. Eyes deal …
Domain Knowledge in Machine Learning
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Machine Learning (ML) Industry Applications Business & Career Machine Learning (ML) Industry Knowledge Machine Learning Applications Machine Learning Techniques AI Model Development
Domain Knowledge in Machine Learning # Let’s say the domain is a restaurant kitchen. A dataset with …
Data Science, AI, ML, eBooks, PDF Books
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Data Science Data Science Resources Data Science Resources Artificial Intelligence (AI) Data Science Machine Learning (ML) Content Formats
Online Data Science, AI, ML Content # Data Science, AI, Machine Learning, Books/ Guide/ Reports/ …
What Are Transformers in AI
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Artificial Intelligence (AI) AI/ML Models Natural Language Processing (NLP) Transformer Architecture Deep Learning (DL) Machine Learning (ML) Neural Networks Language Models (LLMs) AI Models AI Model Architecture AI Research
What Are Transformers in AI # Transformer Architecture # Background # Whether GPT, ChatGPT, DALL-E, …
How Naive Bayes Classifier Works
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Machine Learning (ML) AI/ML Models Algorithms Machine Learning Algorithms Machine Learning (ML) Statistical Modeling Data Science Statistical Learning
How Naive Bayes Classifier Works? # Naive Bayes classifier example # In this presentation, I am not …
EDA & Feature Engineering 101
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Data Science Data Analysis & Visualization Machine Learning (ML) Machine Learning Techniques Exploratory Data Analysis (EDA) Data Analysis Machine Learning (ML)
What is EDA? # EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. …
DS, AI, ML Online Course, Tutorial, Videos
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Data Science Resources Artificial Intelligence (AI) Machine Learning (ML) Data Science Resources Artificial Intelligence (AI) Data Science Machine Learning (ML) Learning Resources Content Creation
DS, AI, ML Online Course, Tutorial, Videos # Courses # Machine Learning – Stanford by Andrew Ng in …
Reinforcement Learning Git Repositories
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Machine Learning (ML) Data Science Resources AI/ML Research & Evaluation Reinforcement Learning (RL) Machine Learning (ML) GitHub Deep Learning (DL) AI Development Open Source Python
Reinforcement Learning Git Repositories # Sno. URL Description 1 …