Канал: AIT Brain Lab

3.1 Deep Learning - Linear Regression

3.1 Deep Learning - Linear Regression

Conversation Recommendation System

Conversation Recommendation System

2.3 Unsupervised - Dimensionality Reduction - PCA

2.3 Unsupervised - Dimensionality Reduction - PCA

2.2 Unsupervised - Clustering - Gaussian Mixture

2.2 Unsupervised - Clustering - Gaussian Mixture

2.1 Unsupervised - Clustering - K-Means

2.1 Unsupervised - Clustering - K-Means

1.14 Supervised - Regression - Gradient Boosting

1.14 Supervised - Regression - Gradient Boosting

1.13 Supervised - Classification - AdaBoost

1.13 Supervised - Classification - AdaBoost

1.12 Supervised - Classification - Random Forest

1.12 Supervised - Classification - Random Forest

1.11 Supervised - Classification - Bagging

1.11 Supervised - Classification - Bagging

1.10 Supervised - Classification - Decision Trees

1.10 Supervised - Classification - Decision Trees

AIT Brain Lab - Paraphrase Thai Government

AIT Brain Lab - Paraphrase Thai Government

AIT Brain Lab - Chatbot Interview

AIT Brain Lab - Chatbot Interview

1.9 Supervised - Classification - Support Vector Machine

1.9 Supervised - Classification - Support Vector Machine

1.8 Supervised - Classification - K-Nearest Neighbors

1.8 Supervised - Classification - K-Nearest Neighbors

1.7 Supervised - Classification - Naive Bayes - Multinomial

1.7 Supervised - Classification - Naive Bayes - Multinomial

1.6 Supervised - Classification - Naive Bayes - Gaussian

1.6 Supervised - Classification - Naive Bayes - Gaussian

1.5 Supervised - Classification - Multinomial Logistic Regression

1.5 Supervised - Classification - Multinomial Logistic Regression

1.4 Supervised - Classification - Binary Logistic Regression

1.4 Supervised - Classification - Binary Logistic Regression

1.3 Supervised - Regression (Regularization)

1.3 Supervised - Regression (Regularization)

1.2 Supervised - Regression (Mini-Batch Gradient Descent)

1.2 Supervised - Regression (Mini-Batch Gradient Descent)

1.1 Supervised - Regression (Gradient Descent)

1.1 Supervised - Regression (Gradient Descent)

AIT Brain Lab - Liveness (Real Video)

AIT Brain Lab - Liveness (Real Video)

AIT Brain Lab - Liveness (Fake Video)

AIT Brain Lab - Liveness (Fake Video)

AIT Brain Lab - Liveness (Fake Image)

AIT Brain Lab - Liveness (Fake Image)

AIT Brain Lab - Counting Passengers

AIT Brain Lab - Counting Passengers

AIT Brain Lab - Driver Activity

AIT Brain Lab - Driver Activity

Lecture 16 - Multimodal Learning

Lecture 16 - Multimodal Learning

Lecture 15 - Summarization

Lecture 15 - Summarization

7. RLHF - SFT

7. RLHF - SFT

Lecture 14 - QA II

Lecture 14 - QA II

Lecture 13 - QA I

Lecture 13 - QA I

Lecture 12 - Distil | Pruning | PEFT

Lecture 12 - Distil | Pruning | PEFT

2.8 DL - Pruning

2.8 DL - Pruning

Lecture 10 - Pretrained LLM II

Lecture 10 - Pretrained LLM II

Lecture 11 - Prompt Based Learning

Lecture 11 - Prompt Based Learning

Lecture 06 - Attention

Lecture 06 - Attention

6. Multimodal - Vision Transformer

6. Multimodal - Vision Transformer

4.7 Huggingface - Quantization

4.7 Huggingface - Quantization

Lecture 09 - Pretrained LLM I

Lecture 09 - Pretrained LLM I

4.6 Huggingface - PEFT

4.6 Huggingface - PEFT

2.7 BERT (from scratch)

2.7 BERT (from scratch)

Lecture 08 - Tokenization

Lecture 08 - Tokenization

Lecture 07 - Transformers

Lecture 07 - Transformers

Lecture 05 - LSTM

Lecture 05 - LSTM

Lecture 04 - RNN

Lecture 04 - RNN

Lecture 03 - GloVe

Lecture 03 - GloVe

Lecture 01 - Big Picture of NLP

Lecture 01 - Big Picture of NLP

Lecture 02 - Word2Vec

Lecture 02 - Word2Vec

5.1 Langchain - RAG

5.1 Langchain - RAG

4.5 Huggingface - SimCSE

4.5 Huggingface - SimCSE

4.4 Huggingface - DistilBERT

4.4 Huggingface - DistilBERT

4.3 Huggingface - Question Answering

4.3 Huggingface - Question Answering

4.2 Huggingface - NER

4.2 Huggingface - NER

2.5 DL - Language Model with LSTM

2.5 DL - Language Model with LSTM

4.1 Huggingface - Basics

4.1 Huggingface - Basics

3.4 SpaCy - Resume Parsing

3.4 SpaCy - Resume Parsing

3.3 SpaCy - Sentiment Analysis

3.3 SpaCy - Sentiment Analysis

3.2 SpaCy - Entity Ruler

3.2 SpaCy - Entity Ruler

3.1 SpaCy - Basics

3.1 SpaCy - Basics

2.4 DL - Transformer

2.4 DL - Transformer

2.3 DL - Attention

2.3 DL - Attention

AIT Brain Lab - AIT GPT

AIT Brain Lab - AIT GPT

2.2 DL - CNN

2.2 DL - CNN

2.1 DL - LSTM

2.1 DL - LSTM

1.5 Fundamental - Window NER

1.5 Fundamental - Window NER

1.4 Fundamental - GloVe (Gensim)

1.4 Fundamental - GloVe (Gensim)

1.3 Fundamental - GloVe

1.3 Fundamental - GloVe

1.2 Fundamental - Word2Vec (Negative Sampling)

1.2 Fundamental - Word2Vec (Negative Sampling)

1.1 Fundamental - Word2Vec (Skipgram)

1.1 Fundamental - Word2Vec (Skipgram)

AIT Brain Lab - CICD 0 Theory

AIT Brain Lab - CICD 0 Theory

AIT Brain Lab - Docker and Dash

AIT Brain Lab - Docker and Dash

AIT Brain Lab - Github and Docker setup (Part 2)

AIT Brain Lab - Github and Docker setup (Part 2)

AIT Brain Lab - Github and Docker setup (Part 1)

AIT Brain Lab - Github and Docker setup (Part 1)

AIT Brain Lab - CICD 2 Testing

AIT Brain Lab - CICD 2 Testing

AIT Brain Lab - CICD 3 BuildTestDeploy

AIT Brain Lab - CICD 3 BuildTestDeploy

AIT Brain Lab - CICD 4 TestModelStaging

AIT Brain Lab - CICD 4 TestModelStaging

AIT Brain Lab - CICD 1 Overview

AIT Brain Lab - CICD 1 Overview

1. AIT Brain Lab - P300 Speller

1. AIT Brain Lab - P300 Speller

AIT Brain Lab - How to use Lanta supercomputer

AIT Brain Lab - How to use Lanta supercomputer

2. AIT Brain Lab - SSVEP Speller

2. AIT Brain Lab - SSVEP Speller

3. AIT Brain Lab - Hybrid P300-SSVEP Speller

3. AIT Brain Lab - Hybrid P300-SSVEP Speller

AIT Brain Lab - Automatic IELTS Writing Scorer

AIT Brain Lab - Automatic IELTS Writing Scorer

4. AIT Brain Lab - Motor Imagery

4. AIT Brain Lab - Motor Imagery