Insightforge | AI & Data Science - Invidious

Insightforge | AI & Data Science

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9:01

Outliers in Machine Learning | Why 1 Data Point Destroys Your Model (And How to Fix It)

Insightforge | AI & Data Science

Shared 2 weeks ago

99 views

23:32

All Machine Learning Models Explained in 23 Minutes (Full Roadmap)

Insightforge | AI & Data Science

Shared 2 weeks ago

265 views

8:59

Why Mean Imputation Is Silently Destroying Your Models (And How MICE Fixes It)

Insightforge | AI & Data Science

Shared 2 weeks ago

208 views

9:32

How OpenAI Built Modern AI: The GPT Revolution Explained

Insightforge | AI & Data Science

Shared 2 weeks ago

143 views

9:13

Stop Imputing The Mean | How KNN Imputer Actually Works

Insightforge | AI & Data Science

Shared 3 weeks ago

281 views

31:42

Complete OOP in Python in 1 Video | End to End Object Oriented Programming Masterclass

Insightforge | AI & Data Science

Shared 3 weeks ago

199 views

9:13

Stop Imputing The Mean | Missing Indicators & Random Sample Imputation Explained

Insightforge | AI & Data Science

Shared 3 weeks ago

158 views

8:48

Why Smart AI Agents Fail at Simple Logic: TypeSafe AI's Jev (System-1)

Insightforge | AI & Data Science

Shared 3 weeks ago

149 views

9:05

Why OpenAI Was Blind: The BERT Revolution Explained

Insightforge | AI & Data Science

Shared 3 weeks ago

120 views

8:59

Stop Using fillna(mean) | The Missing Data Trap in Machine Learning

Insightforge | AI & Data Science

Shared 4 weeks ago

108 views

8:11

Handling Missing Data in Machine Learning | The Complete Case Analysis Trap

Insightforge | AI & Data Science

Shared 1 month ago

66 views

9:01

How Transformers ACTUALLY Work (Attention is All You Need)

Insightforge | AI & Data Science

Shared 1 month ago

370 views

9:23

Handling Date-Time & Mixed Variables in Machine Learning | Feature Engineering Masterclass

Insightforge | AI & Data Science

Shared 1 month ago

54 views

8:24

Why Raw Numbers Destroy ML Models (Binning & Binarization Explained)

Insightforge | AI & Data Science

Shared 1 month ago

214 views

9:13

How Power Transformers Fix Skewed Data (+20% R2 Jump)

Insightforge | AI & Data Science

Shared 1 month ago

233 views

7:22

Why Your Scikit-Learn Models Fail on Clean Data (And the Math That Fixes Them)

Insightforge | AI & Data Science

Shared 1 month ago

390 views

9:47

Why 80% of Machine Learning Models Fail in Production (And How to Fix It)

Insightforge | AI & Data Science

Shared 1 month ago

126 views

7:50

Why You Should NEVER Use LabelEncoder on Features (Ordinal vs Label Encoding)

Insightforge | AI & Data Science

Shared 1 month ago

95 views

8:35

Why Unscaled Data Silently Destroys Your ML Models (Feature Scaling Explained)

Insightforge | AI & Data Science

Shared 1 month ago

194 views

9:18

Why Integer Encoding Silently Destroys Your ML Models (One Hot Encoding Explained)

Insightforge | AI & Data Science

Shared 1 month ago

155 views

6:34

Feature Scaling Explained: Master Standardization Before You Train

Insightforge | AI & Data Science

Shared 1 month ago

253 views

4:15

How to Master Feature Engineering for Machine Learning

Insightforge | AI & Data Science

Shared 1 month ago

137 views

3:24

Why 80% of ML Models Fail Before Training (And How to Fix It)

Insightforge | AI & Data Science

Shared 1 month ago

124 views

8:24

How Neural Networks Actually Work: The Perceptron Explained

Insightforge | AI & Data Science

Shared 2 months ago

230 views

10:02

The KV Cache Explained: How LLMs Avoid the O(N³) Nightmare

Insightforge | AI & Data Science

Shared 2 months ago

311 views

11:20

Type I vs Type II Errors: Why You're Calculating Stats Wrong

Insightforge | AI & Data Science

Shared 2 months ago

37 views

8:46

How LLM Temperature & Top-P Actually Work (Visual Guide)

Insightforge | AI & Data Science

Shared 2 months ago

627 views

7:04

How VAEs Generate Fake Images From Pure Noise — For ML Beginners

Insightforge | AI & Data Science

Shared 2 months ago

79 views

6:01

The AI Architecture That's Replacing Prompt Engineering

Insightforge | AI & Data Science

Shared 2 months ago

119 views

8:47

Why We Stopped Fine-Tuning Vision Models (OpenAI’s CLIP)

Insightforge | AI & Data Science

Shared 2 months ago

93 views

6:39

Neural Networks Explained Without a Single Formula

Insightforge | AI & Data Science

Shared 2 months ago

57 views

6:36

Why Your ML Model Struggles With 784 Dimensions (PCA Fix)

Insightforge | AI & Data Science

Shared 2 months ago

64 views

9:18

The Paper That Made ChatGPT Possible (RLHF Explained)

Insightforge | AI & Data Science

Shared 2 months ago

42 views

6:37

Why More Data is KILLING Your AI Models?

Insightforge | AI & Data Science

Shared 2 months ago

48 views

5:38

Stop Building ML Models You Can't Deploy (Use FastAPI)

Insightforge | AI & Data Science

Shared 2 months ago

95 views

9:45

Zero-Shot: The Secret Architecture Behind ChatGPT (GPT-3)

Insightforge | AI & Data Science

Shared 2 months ago

73 views

5:13

Data Scientist vs ML Engineer: Which Path Pays More?

Insightforge | AI & Data Science

Shared 3 months ago

46 views

2:42

The Truth About AI vs Machine Learning vs Deep Learning

Insightforge | AI & Data Science

Shared 3 months ago

40 views

7:17

How ReAct gives ChatGPT a working memory

Insightforge | AI & Data Science

Shared 3 months ago

22 views

3:18

T-Tests vs ANOVA: Which One Are You Using Wrong?

Insightforge | AI & Data Science

Shared 3 months ago

26 views

6:08

The 2017 paper that created modern LLMs

Insightforge | AI & Data Science

Shared 3 months ago

185 views

7:43

LoRA: The Hack That Solved AI's Biggest Problem

Insightforge | AI & Data Science

Shared 3 months ago

279 views

5:46

When Perfect Metrics Lead to Catastrophic Failures

Insightforge | AI & Data Science

Shared 3 months ago

33 views

4:50

MLOps Done Wrong: The Cost of Ignoring Production Reality

Insightforge | AI & Data Science

Shared 3 months ago

10 views

8:18

The Enterprise AI Evolution Nobody's Talking About | RAG

Insightforge | AI & Data Science

Shared 3 months ago

54 views

5:18

Generative AI is Outdated Meet Agentic AI

Insightforge | AI & Data Science

Shared 3 months ago

32 views

5:07

The $1M Mistake: Deploying AI Without Statistical Significance

Insightforge | AI & Data Science

Shared 3 months ago

28 views

4:35

Crack Any Data Science Interview: p-Values & Hypothesis Testing

Insightforge | AI & Data Science

Shared 3 months ago

41 views

8:17

Master AI Vision in 10 Minutes: The YOLO Algorithm

Insightforge | AI & Data Science

Shared 3 months ago

316 views

5:49

The Math of Luck: Navigating Irreducible Error in AI

Insightforge | AI & Data Science

Shared 3 months ago

26 views

4:17

Master AI Probability: Hidden Markov Models

Insightforge | AI & Data Science

Shared 4 months ago

43 views

8:37

The Math Behind Deepfakes (GANs Explained)

Insightforge | AI & Data Science

Shared 4 months ago

151 views

2:59

The Math Behind Perfect Thresholds (ROC Curves)

Insightforge | AI & Data Science

Shared 4 months ago

49 views

4:38

Inside the Algorithm: Gaussian Distributions

Insightforge | AI & Data Science

Shared 4 months ago

46 views

8:37

How ResNet Solved the Vanishing Gradient

Insightforge | AI & Data Science

Shared 4 months ago

70 views

4:29

Maximum Likelihood Explained (Step-by-Step)

Insightforge | AI & Data Science

Shared 4 months ago

65 views

3:40

Stop Confusing Independent & Mutually Exclusive

Insightforge | AI & Data Science

Shared 4 months ago

27 views

8:44

Inside AlexNet: The Deep Learning Blueprint

Insightforge | AI & Data Science

Shared 4 months ago

70 views

5:01

Why 99% Accuracy is a Lie: The Base Rate Fallacy in AI

Insightforge | AI & Data Science

Shared 4 months ago

61 views

4:46

Why Naive Bayes Beats Modern AI

Insightforge | AI & Data Science

Shared 4 months ago

41 views