Machine Learning (ML)
Exploring Reinforcement Learning Concepts: A Comprehensive Guide
·1273 words·6 mins·
loading
Machine Learning (ML)
Artificial Intelligence (AI)
Reinforcement Learning (RL)
Exploring Reinforcement Learning Concepts # Reinforcement Learning (RL) is a rich and complex field …
Exploring Types of Models
·1849 words·9 mins·
loading
Artificial Intelligence (AI)
Machine Learning (ML)
AI/ML Models
AI Models
Software Design
Artificial Intelligence (AI)
Understanding Different Types of Models # Introduction # A model is a simplified representation or …
AI ML Project Ideas
·1231 words·6 mins·
loading
Artificial Intelligence (AI)
Machine Learning (ML)
Business & Career
Artificial Intelligence (AI)
Project Management
Innovation
Technology Trends
AI Project Ideas # Introduction # In your journey of learning and practicing AI project you may …
Transfer Learning Key AI Techniques Explained
·2227 words·11 mins·
loading
Machine Learning (ML)
AI/ML Models
Generative AI
Human-AI Interaction
Prompt Engineering
Machine Learning Techniques
Natural Language Processing (NLP)
Transfer Learning Key AI Techniques Explained # In this article we will understand some important …
Machine Learning Key Concepts
·9301 words·44 mins·
loading
Machine Learning (ML)
Learning Resources
Machine Learning (ML)
AI Model Evaluation
Machine Learning Techniques
AI Model Optimization
Machine Learning Algorithms
Dimensionality Reduction
Explainable AI (XAI)
Machine Learning Key Concepts # In this article Essential Machine Learning Techniques/Concepts are …
Automated Machine Learning
·1001 words·5 mins·
loading
Machine Learning (ML)
DevOps & MLOps
AutoML
Machine Learning (ML)
AI Automation
Cloud AI Services
Machine Learning Tools
Data Science
AI Model Development
AI Platforms
Automated Machine Learning # Is this article for me? # This is article is for you, if you know …
Tensorflow GPU Setup on Local Machine
·3186 words·15 mins·
loading
Machine Learning (ML)
Development Environment & Tools
AI Hardware & Infrastructure
ML Frameworks
GPU Computing
Deep Learning Development
Docker
Development Environment
ML Infrastructure
Tensorflow GPU Setup on Local Machine # Introduction # Tensorflow, pytorch are deep learning …
MLOps Tools
·2002 words·10 mins·
loading
DevOps & MLOps
Machine Learning (ML)
Development Environment & Tools
MLOps
DevOps
Machine Learning (ML)
AI Model Deployment
AI Model Monitoring
Automation
AI Model Management
MLOps Tools # MLOps (Machine Learning Operations) is a set of practices and tools designed to …
Why to Finetune LLM?
·2968 words·14 mins·
loading
Language Models (LLMs)
AI/ML Models
Machine Learning (ML)
LLM Fine-Tuning
Machine Learning (ML)
AI Model Training
AI Model Customization
Language Models (LLMs)
Transfer Learning
Neural Networks
Finetuning, Fewshot Learning, Why and How? # Why to finetune a LLM? # Fine-tuning a large language …
Dimensionality Reduction and Visualization
·2786 words·14 mins·
loading
Data Analysis & Visualization
Machine Learning (ML)
Data Science
Data Science
Machine Learning (ML)
Data Visualization
Dimensionality Reduction
Data Analysis
Dimensionality Reduction and Visualization # What are the popular methods of dimensionality …
ML Model Development Framework
·296 words·2 mins·
loading
Machine Learning (ML)
Development Environment & Tools
Software Development
Machine Learning Development
ML Frameworks
Deep Learning (DL)
AI Model Architecture
MLOps
Software Engineering
Best Practices
ML Model Development Framework & Model Repositories # Introduction # There are hundreds of …
ML Model Respository from Pinto0309
·3697 words·18 mins·
loading
Machine Learning (ML)
AI/ML Models
DevOps & MLOps
Machine Learning Models
AI Platforms
Transfer Learning
Deep Learning (DL)
Computer Vision
Natural Language Processing (NLP)
AI Model Deployment
AI Resources
ML Model Repository from Pinto0309 # Introduction # Using AI we can solve many kinds of tasks for …
Distances in Machine Learning
·1034 words·5 mins·
loading
Machine Learning (ML)
Data Analysis & Visualization
Mathematics
Machine Learning (ML)
Mathematics for AI
Data Analysis
Mathematics
Machine Learning Algorithms
Statistical Methods
Distances in Machine Learning # Every sample, record, word, sentence, object, image etc in the …
Machine Learning Metrics
·4249 words·20 mins·
loading
Machine Learning (ML)
Evaluation & Metrics
Machine Learning (ML)
AI Model Evaluation
Evaluation Metrics
Data Science
Machine Learning Metrics
Statistical Analysis
Machine Learning Metrics # Introduction # In Machine Learning projects whether classical machine …
Introduction to ML Model Deployment
·2251 words·11 mins·
loading
Machine Learning (ML)
DevOps & MLOps
AI/ML Models
MLOps
AI Model Deployment
Machine Learning (ML)
DevOps
Cloud Computing
Introduction to AI Model deployment # Big Players # Amazon Amazon has many products and one of …
Types of Machine Learning
·8420 words·40 mins·
loading
Machine Learning (ML)
AI/ML Models
Artificial Intelligence (AI)
Machine Learning (ML)
Deep Learning (DL)
Artificial Intelligence (AI)
Neural Networks
Data Science
Machine Learning Types
Reinforcement Learning (RL)
AI Algorithms
Types of Machine Learning # Introduction # Machine learning is a field of artificial intelligence …
Cost Functions and Optimizers in Machine Learning
·4008 words·19 mins·
loading
Machine Learning (ML)
Mathematics
Algorithms
Machine Learning (ML)
Deep Learning (DL)
AI Model Optimization
Neural Networks
Machine Learning Fundamentals
Optimization Theory
AI Model Training
Algorithm Design
Cost-Functions-and-Optimizers-in-Machine-Learning # What is machine learning? # Machine learning is …
Introduction to Neural Network
·1247 words·6 mins·
loading
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 …
Linear Regression Interview Questions
·11088 words·53 mins·
loading
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 …
Domain Knowledge in Machine Learning
·266 words·2 mins·
loading
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 …
Confusion Matrix Bayesian Theorem
·147 words·1 min·
loading
Machine Learning (ML)
Statistics
Evaluation & Metrics
Machine Learning Metrics
Evaluation Metrics
If you are like me then you must have struggled enough to understand the confusion matrix or still …
Folder Structure for ML Project
·2596 words·13 mins·
loading
Machine Learning (ML)
Software Development
Software Architecture & Design
Machine Learning Projects
DevOps
File Management
MLOps
Directory Structure for ML Project is critical for any serious data science project. What we learn …
Generalized AI Model for Prediction
·1040 words·5 mins·
loading
Artificial Intelligence (AI)
Machine Learning (ML)
AI/ML Models
Machine Learning Models
Machine Learning Concepts
Can we really Develop AI solutions that can predict human behavior? If you are not a technical …
AI ML Resources from My Diary
·8358 words·40 mins·
loading
Artificial Intelligence (AI)
Machine Learning (ML)
Data Science Resources
Data Science Resources
Personal Development
AI ML Resources from My Diary # This is my personal diary which contains resources, which I know, …
Data Scientists and AI, ML Researchers
·288 words·2 mins·
loading
Data Science Resources
Artificial Intelligence (AI)
Machine Learning (ML)
Data Science Resources
AI Research
Machine Learning Research
NLP Research
Data Scientists and AI, ML Researchers # For the initial list, I have taken content from github. I …
Machine Learning Tasks and Model Evaluation
·3079 words·15 mins·
loading
Machine Learning (ML)
AI/ML Research & Evaluation
Data Science Resources
Data Science Resources
AI Model Evaluation
Machine Learning Tasks
NLP Tasks
NLP Evaluation
Machine Learning Tasks and Model Evaluation # Introduction # Machine learning is a subject where we …
Machine Learning Framework, Library, Tools
·1792 words·9 mins·
loading
Machine Learning (ML)
Development Environment & Tools
Data Science Resources
Data Science Resources
ML Frameworks
Software Libraries
Machine Learning Framework, Library, Tools # Introduction # As of 2022, Data Science, AI, and …
AI, ML, DL Blogs Sites
·786 words·4 mins·
loading
Artificial Intelligence (AI)
Machine Learning (ML)
Data Science Resources
Data Science Resources
AI Resources
AI, ML, DL Blogs Sites # 370+ blogs/website, who publishes articles, research, opinions, …
AI, ML, Deep Learning, NLP Conferences & Journals
·348 words·2 mins·
loading
Data Science Resources
Machine Learning (ML)
AI/ML Research & Evaluation
Data Science Resources
AI Research
Machine Learning Research
NLP Research
Deep Learning Research
AI, ML, Deep Learning, NLP Conferences & Journals # Content on this page keeps changing. These …
How Naive Bayes Classifier Works
·118 words·1 min·
loading
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
·3796 words·18 mins·
loading
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
·1246 words·6 mins·
loading
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
·515 words·3 mins·
loading
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 …