Krish Naik Courses

End to End ML Project - Data Transformation Implementation Using Pipelines

Implement data transformation for an end-to-end machine learning project using pipelines for categorical values, missing values, and scaling.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

How to Deploy End to End ML Projects in Production AWS Cloud Using CI CD Pipeline

Deploy an end-to-end machine learning application on AWS with Docker, ECR, EC2, App Runner, and a GitHub Actions CI/CD workflow.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

End to End MLOPS Data Science Project Implementation With Deployment

Follow an end-to-end MLOps project that assembles data and prediction pipelines, then deploys the system on AWS with GitHub Actions.

• YouTube
• 2 hours 33 minutes
• Self-Paced
• Free Video

Evidently AI Tutorial - Open Source ML Models Monitoring and Observability

Demonstrates how to monitor machine learning models, check their performance, and detect target drift with Evidently AI.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training

A hands-on machine learning project follows data from cleaning and exploratory analysis through feature selection, model training, and hyperparameter tuning.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

BentoML Tutorial - Build Production Grade AI Applications

Build and serve machine learning models with BentoML, demonstrate a model API through Swagger, and package the application as a Bento.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Inside ChatGPT- Unveiling the Training Process of OpenAI's Language Model

An overview of ChatGPT’s three training stages: generative pretraining, supervised fine-tuning, and reinforcement learning from human feedback.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

End to End NLP Project Implementation With Deployment Github Action - Text Summarization - Krish Naik

Build a text summarization project from data ingestion through model evaluation, a prediction app, and CI/CD deployment on AWS.

• YouTube
• 3 hours 38 minutes
• Self-Paced
• Free Video

End to End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure and AWS - Krish Naik

Build a chicken disease classifier end to end, tracking its pipeline with DVC and deploying it to AWS and Azure through GitHub Actions.

• YouTube
• 3 hours 51 minutes
• Self-Paced
• Free Video

Machine Learning Series - Revising Complete Linear Regression, Cost Function, Convergence Algorithm

A focused refresher connects the linear regression cost function to convergence algorithms across simple and multiple regression.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Anomaly Detection Tutorials - Machine Learning and Its Types With Implementation

Learn to detect anomalous observations with Isolation Forest, DBSCAN, and Local Outlier Factor, including practical implementations.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Docker for Data Science Tutorial

Learn to containerize and package an end-to-end data science project with Docker, from images and installation to pushing images and using Docker Compose.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

End to End ML Project With Deployment - Project Problem Statement, EDA and Model Training

Build a machine learning project by defining the problem, exploring and engineering data, training a model, and organizing the code modularly.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

FAANG Interview DSA Series - Heap Sort, Binary Tree, Min Heap and Max Heap Tree and Interview Questions

Learn heap data structures from complete binary trees through min- and max-heap operations, heap sort, complexity analysis, and interview problems.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

FAANG DSA Series - Discussing Sorting Algorithms - Selection, Bubble and Insertion Sort - Ft Priya Bhatia

Explains bubble, selection, and insertion sort through array-based classifications, step-by-step implementations, and sorting behavior.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video