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Welcome to techwithadyn.

I break down AI, machine learning, and tech concepts in the simplest way possible.

No jargon. No overcomplication. Just clear, practical explanations you can actually understand.

If you’ve ever felt like tech is confusing, this channel is for you.

Learn the fundamentals of AI, data, and algorithms — one short video at a time.

Tags

artificial intelligence
machine learning
data science
AI explained
machine learning explained
data science explained
AI for beginners
machine learning for beginners
Python
Python for data science
supervised learning
unsupervised learning
regression
classification
clustering
linear regression
logistic regression
polynomial regression
KNN
decision trees
neural networks
deep learning
overfitting
model evaluation
feature engineering
algorithms
tech education

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Joined April 26, 2026
2,886 total views

Videos

Embeddings + Clustering Explained Simply | NLP Basics
2:21
Embeddings + Clustering Explained Simply | NLP Basics

7 views

2w ago

NMF for Topic Modeling Explained Simply | NLP Basics
2:37
NMF for Topic Modeling Explained Simply | NLP Basics

16 views

2w ago

LDA Topic Modeling Explained Simply | NLP Basics
2:09
LDA Topic Modeling Explained Simply | NLP Basics

25 views

2w ago

Topic Modeling Explained Simply | Unsupervised Learning for Text
2:12
Topic Modeling Explained Simply | Unsupervised Learning for Text

7 views

1mo ago

Anomaly Detection Methods Compared Simply
2:29
Anomaly Detection Methods Compared Simply

20 views

1mo ago

Autoencoders for Anomaly Detection Explained Simply
2:39
Autoencoders for Anomaly Detection Explained Simply

20 views

1mo ago

One-Class SVM Explained Simply | Anomaly Detection Basics
2:28
One-Class SVM Explained Simply | Anomaly Detection Basics

27 views

1mo ago

Local Outlier Factor Explained Simply | Anomaly Detection Basics
2:37
Local Outlier Factor Explained Simply | Anomaly Detection Basics

41 views

1mo ago

Isolation Forest Explained Simply | Anomaly Detection Basics
2:17
Isolation Forest Explained Simply | Anomaly Detection Basics

126 views

1mo ago

Unsupervised Anomaly Detection Explained Simply
1:33
Unsupervised Anomaly Detection Explained Simply

19 views

1mo ago

Association Rule Methods Compared Simply
1:39
Association Rule Methods Compared Simply

3 views

1mo ago

Frequent Pattern Growth Explained Simply | Association Rule Learning
1:52
Frequent Pattern Growth Explained Simply | Association Rule Learning

18 views

1mo ago

Apriori Algorithm Explained Simply | Association Rule Learning
1:53
Apriori Algorithm Explained Simply | Association Rule Learning

17 views

1mo ago

Support, Confidence and Lift Explained Simply | Association Rule Learning
1:50
Support, Confidence and Lift Explained Simply | Association Rule Learning

42 views

1mo ago

Association Rule Learning Explained Simply | Unsupervised Learning Basics
1:31
Association Rule Learning Explained Simply | Unsupervised Learning Basics

11 views

1mo ago

Dimensionality Reduction Methods Compared Simply
1:57
Dimensionality Reduction Methods Compared Simply

18 views

1mo ago

Autoencoders Explained Simply | Dimensionality Reduction Basics
1:58
Autoencoders Explained Simply | Dimensionality Reduction Basics

19 views

1mo ago

NMF Explained Simply | Dimensionality Reduction Basics
2:07
NMF Explained Simply | Dimensionality Reduction Basics

17 views

1mo ago

UMAP Explained Simply | Dimensionality Reduction Basics
2:08
UMAP Explained Simply | Dimensionality Reduction Basics

28 views

2mo ago

t-SNE Explained Simply | Dimensionality Reduction Basics
1:42
t-SNE Explained Simply | Dimensionality Reduction Basics

12 views

2mo ago

SVD and LSA Explained Simply | Dimensionality Reduction Basics
2:29
SVD and LSA Explained Simply | Dimensionality Reduction Basics

3 views

2mo ago

PCA Variance Explained Simply | Principal Component Analysis
1:35
PCA Variance Explained Simply | Principal Component Analysis

18 views

2mo ago

PCA Explained Simply | Principal Component Analysis
1:53
PCA Explained Simply | Principal Component Analysis

12 views

3mo ago

Curse of Dimensionality Explained Simply | Machine Learning Basics
1:34
Curse of Dimensionality Explained Simply | Machine Learning Basics

11 views

3mo ago

Dimensionality Reduction Explained Simply | Unsupervised Learning Basics
1:49
Dimensionality Reduction Explained Simply | Unsupervised Learning Basics

17 views

3mo ago

Clustering Algorithms Compared Simply | K-Means, DBSCAN, GMM, Mean Shift
1:57
Clustering Algorithms Compared Simply | K-Means, DBSCAN, GMM, Mean Shift

79 views

3mo ago

Spectral Clustering Explained Simply | Unsupervised Learning Basics
1:16
Spectral Clustering Explained Simply | Unsupervised Learning Basics

62 views

3mo ago

Mean Shift Clustering Explained Simply | Unsupervised Learning Basics
2:25
Mean Shift Clustering Explained Simply | Unsupervised Learning Basics

12 views

3mo ago

Gaussian Mixture Models Explained Simply | Unsupervised Learning Basics
1:40
Gaussian Mixture Models Explained Simply | Unsupervised Learning Basics

10 views

3mo ago

HDBSCAN Explained Simply | Unsupervised Learning Basics
1:40
HDBSCAN Explained Simply | Unsupervised Learning Basics

390 views

3mo ago