18:33

cross validation techniques in machine learning | hyperparameter optimization series part4

21:20

cross validation in machine learning | hyper parameter optimization Part 3

34:30

What is Validation Dataset ? | Train vs Test vs Validation |hyperparameter optimization series part2

18:09

Parameters vs hyperparameters in machine learning தமிழ் | Hyperparameter optimization series part1

20:04

🎁 Generative AI in Tamil Part3 | What is prompt engineering? | Zero shot vs Single shot vs Few shot

52:24

🎁 Generative AI in Tamil Part2 | Chat with PDF using Langchain & Streamlit | Chatbot Resume Usecase

01:21:10

🎁 Generative AI in Tamil Part1 | Complete Guide to ChatGPT & OpenAI API | 🎉 ChatGPT Integration

25:16

Decision Tree part3 தமிழ் | What is pre pruning in decision trees? | #machinelearningintamil

26:15

Decision Tree part2 தமிழ் | Gini vs Entropy | How to select best split ?#machinelearningintamil

24:51

Decision Tree part1 தமிழ் | Decision Tree Classification Clearly Explained #machinelearningintamil

23:15

SVM in tamil part4 | SVM Use Case | Iris Flower Classification | How to use SVM kernels ?

48:02

SVM in tamil part3 | What is Nonlinear SVM ? | Different types of SVM kernel Function | Kernel Trick

58:44

SVM in tamil part2 | How does SVM calculate margin ? | Hard and Soft margin Objective & Constraints

48:02

SVM in tamil part1 | what is support vector machines ? | hard margin | soft margin | slack variable

01:00

⚡ UnSupervised Learning algorithm ROAD MAP | How many algorithm do you know ? | python odyssey tamil

01:00

⚡ Supervised Learning algorithm ROAD MAP | How many algorithm do you know ? | python odyssey tamil

01:00

⚡ Tamil Machine Learning Algorithms ROAD MAP | Types of Machine Learning Algorithms |#shorts

47:16

Naive Bayes Part8 தமிழ் | Gender classification using Gaussian Naive Bayes | Sklearn Gaussian NB

37:11

Naive Bayes Part7 தமிழ் | Spam or Ham email classification using Naive Bayes | Sklearn MultinomialNB

05:31

Naive Bayes Part6 தமிழ் | Bernoulli Naive Bayes | Multinomial Naive Bayes | Gaussian Naive Bayes

10:48

Naive Bayes Part5 தமிழ் | Log probabilities for Naive Bayes | Why do we use log of probabilities?

23:31

Naive Bayes Part4 தமிழ் | Laplace smoothing | zero probability | underfit overfit in naive bayes

59:32

Naive Bayes Part 3 தமிழ் | Naive Bayes vs Bayes | Email Spam Detection using Naive Bayes Classifier

36:55

Naive Bayes Part 2 தமிழ் | Bayes Theorem Formula | Joint and conditional probability | ML tamil

30:22

Naive Bayes Part 1 தமிழ் | what is Bayes Theorem | Naive Bayes classifier | machine learning tamil

17:57

Matplotlib Tutorial 9 | Stack plots | Stem plots | How to create Stack Charts in Matplotlib | tamil

14:24

Matplotlib Tutorial 8 | Pie Chart | How to create Pie Charts in Matplotlib ? | tamil

35:49

Matplotlib Tutorial 7 | Boxplots| How to create Box plots in Matplotlib ? | Whisker plot | tamil

33:06

Matplotlib Tutorial 6 | Heatmaps | How to create Heatmaps in Matplotlib ? | tamil

23:47

Matplotlib Tutorial 5 | scatter plot | How to create scatter plot in Matplotlib ? | tamil

25:31

Matplotlib Tutorial 4 | Histogram | How to create Histograms in Matplotlib ? | tamil

19:55

Matplotlib Tutorial 3 | Bar Chart | How to make Bar Chart in Matplotlib? | Stacked BarChart | tamil

19:24

Matplotlib Tutorial 2 | when to use Line Chart ? | How to make Line chart in Matplotlib ? | tamil

36:09

Matplotlib Tutorial 1 | Matplotlib For Data Visualization using python | what is Matplotlib | tamil

44:30

K Means algorithm | Part3 | Heart disease clustering using KMeans | Inertia Silhouette score | tamil

31:05

K Means algorithm | part 2 | Inertia | Silhouette | Elbow Method | Silhouette score | tamil

42:33

K Means algorithm | part 1 | KMeans Clustering | Supervised vs Unsupervised learning | tamil

54:20

KNN algorithm Part2 | Diabetes classification using KNN model | KNN Algorithm in tamil | KNN UseCase

24:29

Build A Machine Learning Web App Using Python and Flask | linear regression part 8 | tamil

30:29

Build REST API for Machine Learning Models using Flask | Postman | linear regression - Part7 | tamil

29:22

How to Build a Weather Application with Python | API Part3 | Flask | OpenWeatherMap API | tamil

23:20

API Testing Using Postman | API Part2 | How to access API using python | tamil

23:23

What is an API ? | API Part1 | Application Programming Interface | tamil

15:20

how to use AUC curve | Area under the curve | ROC vs AUC | sensitivity vs specificity | tamil

22:18

How to Use ROC Curves | receiver operating characteristic curve | sensitivity vs specificity | tamil

11:52

sensitivity vs specificity | classification metric | true positive rate | true negative rate | tamil

19:16

F Beta score in Machine Learning | F1 Score | tamil | summarize recall & precision | Harmonic mean

15:38

what is precision recall tradeoff | Precision/Recall Tradeoff in tamil | Classification metrics

23:37

when is precision important than recall ? | precision vs recall tradeoff | part2 | tamil

31:05

when is recall important than precision ? | precision vs recall tradeoff | part1 | tamil

08:00

Free Google Cloud Courses | How to activate and learn Google Cloud Platform for free ? | Tamil

25:59

KNN Algorithm in tamil Part1 | what is K Nearest Neighbors Algorithm | KNN classifier and Regressor

23:39

Data Leakage in machine learning in tamil | How Data Leakage Impacts Machine Learning Models

14:22

feature scaling in tamil | how to do standardization | z score normalization |sklearn StandardScaler

10:58

feature scaling in tamil | how to do Min-Max normalization in tamil | sklearn MinMaxScaler in tamil

17:08

feature scaling in tamil | When to perform Feature Scaling? | normalization vs standardization in ml

03:49

reinforcement learning in tamil | what is reinforcement learning ? | Reinforcement Learning Basics

01:01

unsupervised learning in tamil | what is unsupervised learning ? | Unsupervised Learning Algorithms

01:00

what is supervised learning in tamil | supervised learning algorithms in tamil | labelled dataset

06:03

machine learning in tamil | hamming distance in tamil | How to find similarity between two strings?