LoxfordAcademy

@UC76fK_AjOuQZ41NI7rX_NGA - 273 subscribers

This channel describes the fundamental concepts of AI, ML, GenAI, etc. It contains playlist on python, numpy, pandas, data visualization, statistics, probability, machine learning, SQL, API, MLOps, common AWS tasks and many other topics related to AI, Mathematics, etc.

Home Videos Live Playlists

Automation - Check Hourly Weather and Receive Update Email

Automation - Check Hourly Weather and Receive Update Email LoxfordAcademy

14 views - 2 weeks ago

Simple Chatbot LoxfordAcademy

25 views - 2 weeks ago

Language Using AI Service

Language Using AI Service LoxfordAcademy

17 views - 3 weeks ago

Document Understanding - Using AI Services

Document Understanding - Using AI Services LoxfordAcademy

16 views - 3 weeks ago

Bucket - Create + Set up

Bucket - Create + Set up LoxfordAcademy

10 views - 3 weeks ago

Creating Compartment In OCI

Creating Compartment In OCI LoxfordAcademy

19 views - 3 weeks ago

Account Set Up on OCI

Account Set Up on OCI LoxfordAcademy

51 views - 3 weeks ago

Speech To Text - Using AI Service

Speech To Text - Using AI Service LoxfordAcademy

4 views - 3 weeks ago

ChatBot - Using Generative AI Service

ChatBot - Using Generative AI Service LoxfordAcademy

18 views - 4 weeks ago

API - Generating and Setting up API key pair

API - Generating and Setting up API key pair LoxfordAcademy

19 views - 4 weeks ago

AI Services - Language (OLD VIDEO)

AI Services - Language (OLD VIDEO) LoxfordAcademy

16 views - 4 weeks ago

Account Set Up for OCI (OLD Video)

Account Set Up for OCI (OLD Video) LoxfordAcademy

34 views - 4 weeks ago

5 Fine Tuning An OpenAI LLM Model

5 Fine Tuning An OpenAI LLM Model LoxfordAcademy

60 views - 2 months ago

Experiment Management Using MLFlow - Metrics tracking | Parameter tracking

Experiment Management Using MLFlow - Metrics tracking | Parameter tracking LoxfordAcademy

75 views - 3 months ago

ChatBot on Streamlit | Rag

ChatBot on Streamlit | Rag LoxfordAcademy

40 views - 3 months ago

ChatBot on Streamlit With Guardrails | No Rag (Pt2)

ChatBot on Streamlit With Guardrails | No Rag (Pt2) LoxfordAcademy

25 views - 3 months ago

ChatBot Without RAG - Pt1

ChatBot Without RAG - Pt1 LoxfordAcademy

10 views - 3 months ago

Deploy RAG Application On Cloud | Streamlit

Deploy RAG Application On Cloud | Streamlit LoxfordAcademy

20 views - 3 months ago

API - Application Programming Interface in LLM| Theory

API - Application Programming Interface in LLM| Theory LoxfordAcademy

42 views - 3 months ago

RAG - Introduction | Retrieval Augmented Generation | Theory

RAG - Introduction | Retrieval Augmented Generation | Theory LoxfordAcademy

84 views - 3 months ago

Lambda + API Gateway + HTTP Service

Lambda + API Gateway + HTTP Service LoxfordAcademy

30 views - 4 months ago

SQL DB on Cloud: AWS - RDS

SQL DB on Cloud: AWS - RDS LoxfordAcademy

38 views - 4 months ago

6 Build AI Agent: Interview ChatBot

6 Build AI Agent: Interview ChatBot LoxfordAcademy

75 views - 4 months ago

3 Loss Function And Cost Function - With 8 Examples

3 Loss Function And Cost Function - With 8 Examples LoxfordAcademy

31 views - 4 months ago

3 R - Square LoxfordAcademy

23 views - 4 months ago

3 MSE RMSE MAE MAPE

3 MSE RMSE MAE MAPE LoxfordAcademy

58 views - 4 months ago

3 Adjusted R-Square

3 Adjusted R-Square LoxfordAcademy

18 views - 4 months ago

13 Heat Map LoxfordAcademy

10 views - 4 months ago

12 Swarm Plot LoxfordAcademy

30 views - 4 months ago

11 Strip Plot LoxfordAcademy

10 views - 4 months ago

10 Count Plot LoxfordAcademy

47 views - 4 months ago

9 Bar Plot LoxfordAcademy

29 views - 4 months ago

8 Violin Plot LoxfordAcademy

11 views - 4 months ago

7 Box Plot LoxfordAcademy

9 views - 4 months ago

1 Unsupervised Learning

1 Unsupervised Learning LoxfordAcademy

18 views - 4 months ago

2 Outlier Detection Using DBSCAN - Theory + Code

2 Outlier Detection Using DBSCAN - Theory + Code LoxfordAcademy

33 views - 4 months ago

4 Central Limit Theorem (pt2) - Code

4 Central Limit Theorem (pt2) - Code LoxfordAcademy

15 views - 4 months ago

4 Binomial Distribution (Pt2) - Code

4 Binomial Distribution (Pt2) - Code LoxfordAcademy

16 views - 4 months ago

4 Binomial Distribution (Pt1) - Definition

4 Binomial Distribution (Pt1) - Definition LoxfordAcademy

27 views - 4 months ago

4 Normal Distribution - Definition

4 Normal Distribution - Definition LoxfordAcademy

18 views - 4 months ago

2 Decision Tree Regressor - Theory + Code

2 Decision Tree Regressor - Theory + Code LoxfordAcademy

45 views - 4 months ago

29-5 Deploy Streamlit App + ML Model On AWS EC2 Cloud

29-5 Deploy Streamlit App + ML Model On AWS EC2 Cloud LoxfordAcademy

101 views - 4 months ago

3 Overfitting LoxfordAcademy

17 views - 4 months ago

3 Loss Function And Cost Function - With 8 Examples

3 Loss Function And Cost Function - With 8 Examples LoxfordAcademy

43 views - 4 months ago

3 Gradient Descent: Full Batch vs Stochastic vs Mini Batch GD

3 Gradient Descent: Full Batch vs Stochastic vs Mini Batch GD LoxfordAcademy

40 views - 4 months ago

4 Ensemble Learning: Stacking - Theory + Code

4 Ensemble Learning: Stacking - Theory + Code LoxfordAcademy

43 views - 4 months ago

3 ROC - AUC: Receiver Operating Characteristic - Area under Curve

3 ROC - AUC: Receiver Operating Characteristic - Area under Curve LoxfordAcademy

23 views - 4 months ago

2 FastAPI Tutorial For Beginners - GET POST PUT DELETE

2 FastAPI Tutorial For Beginners - GET POST PUT DELETE LoxfordAcademy

71 views - 4 months ago

2 Identity Matrix, Transpose Matrix, Inverse Matrix, Determinant Of Matrix

2 Identity Matrix, Transpose Matrix, Inverse Matrix, Determinant Of Matrix LoxfordAcademy

47 views - 4 months ago

2 Matrix Addition, Subtraction, Multiplication

2 Matrix Addition, Subtraction, Multiplication LoxfordAcademy

10 views - 4 months ago

2 Vector Addition, Subtraction, Scalar Multiplication and Dot Product

2 Vector Addition, Subtraction, Scalar Multiplication and Dot Product LoxfordAcademy

13 views - 4 months ago

2 Scalars Vectors: Complete Explanation With Examples

2 Scalars Vectors: Complete Explanation With Examples LoxfordAcademy

10 views - 4 months ago

A/B Testing - Application for Website with chatbot

A/B Testing - Application for Website with chatbot LoxfordAcademy

23 views - 4 months ago

A/B Testing LoxfordAcademy

35 views - 5 months ago

6 Save Data and Model On AWS S3

6 Save Data and Model On AWS S3 LoxfordAcademy

47 views - 5 months ago

4 Ensemble Learning: Boosting (pt1) - Theory

4 Ensemble Learning: Boosting (pt1) - Theory LoxfordAcademy

14 views - 5 months ago

4 Imbalanced Data - Techniques On How to Handle

4 Imbalanced Data - Techniques On How to Handle LoxfordAcademy

99 views - 5 months ago

20-2 Connect Python With MySQL Using SQLAlchemy + Pandas

20-2 Connect Python With MySQL Using SQLAlchemy + Pandas LoxfordAcademy

80 views - 5 months ago

20 Connect Python With MySQL

20 Connect Python With MySQL LoxfordAcademy

28 views - 5 months ago

3 Duplicates - Detect And Remove

3 Duplicates - Detect And Remove LoxfordAcademy

51 views - 5 months ago