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Practical Data Science and Machine learning

I am a Data Scientist with over 10 + years of experience in IT industry on various domains. My expertise is in Python, Machine Learning and Deep learning. This channel is to help beginners to have an understanding of what is datascience, Machine learning and Artificial Intelligence and get started with it.

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Efficient way to learn Maths for Machine learning | How to learn the MATH for Machine Learning?
Efficient way to learn Maths for Machine learning | How to learn the MATH for Machine Learning?
조회 351 좋아요 9 2년 전
Out of Bag error/Out of Bag score (OOB Error/ OOB Score) |OOB Score/Error in Random Forest algorithm
Out of Bag error/Out of Bag score (OOB Error/ OOB Score) |OOB Score/Error in Random Forest algorithm
조회 421 좋아요 9 2년 전
Adaboost Classification | Adaboost classifier | complete math explained
Adaboost Classification | Adaboost classifier | complete math explained
조회 237 좋아요 10 2년 전
Bagging Vs Boosting | Difference between Bagging and Boosting Machine learning Algorithms
Bagging Vs Boosting | Difference between Bagging and Boosting Machine learning Algorithms
조회 357 좋아요 9 2년 전
Probability Vs Likelihood | What is the difference between probability and likelihood?
Probability Vs Likelihood | What is the difference between probability and likelihood?
조회 592 좋아요 25 2년 전
Understanding derivatives of activation functions in detail
Understanding derivatives of activation functions in detail
조회 238 좋아요 4 2년 전
Neural Network activation function Derivatives : Equations for derivatives of activation function
Neural Network activation function Derivatives : Equations for derivatives of activation function
조회 474 좋아요 12 2년 전
Implement Neural Network from scratch: Forward & backward pass in python | No keras, No Tensorflow
Implement Neural Network from scratch: Forward & backward pass in python | No keras, No Tensorflow
조회 297 좋아요 10 2년 전
Equations of Gradients of a Neural network: Derivations of gradients/derivatives of a neural network
Equations of Gradients of a Neural network: Derivations of gradients/derivatives of a neural network
조회 167 좋아요 9 2년 전
Probability Distributions - Part 1 : A Gentle introduction to Probability distributions
Probability Distributions - Part 1 : A Gentle introduction to Probability distributions
조회 66 좋아요 4 2년 전
Machine learning Interview Questions: Why Multicollinearity is a problem in Machine learning?
Machine learning Interview Questions: Why Multicollinearity is a problem in Machine learning?
조회 53 좋아요 1 2년 전
Implement Custom Ensemble Machine learning model | Naive Bayes+Logistic regression + SVM
Implement Custom Ensemble Machine learning model | Naive Bayes+Logistic regression + SVM
조회 129 좋아요 3 2년 전
part 3 - Implement Forward pass of Neural Network from scratch in python
part 3 - Implement Forward pass of Neural Network from scratch in python
조회 161 좋아요 6 2년 전
Part 2 - Implement single layer of a Neural Network from scratch in python
Part 2 - Implement single layer of a Neural Network from scratch in python
조회 120 좋아요 7 2년 전
Part 1 - Implement single Neuron of a Neural Network from scratch in python
Part 1 - Implement single Neuron of a Neural Network from scratch in python
조회 304 좋아요 8 2년 전
SVM: Support Vector Machine - Soft Margin | Complete math behind soft marging SVM
SVM: Support Vector Machine - Soft Margin | Complete math behind soft marging SVM
조회 487 좋아요 13 2년 전
SVM: Support Vector Machine - Hard Margin | Complete math behind SVM hard margin classifier
SVM: Support Vector Machine - Hard Margin | Complete math behind SVM hard margin classifier
조회 360 좋아요 16 2년 전
Support Vector Machine (SVM) - Geometric intuition
Support Vector Machine (SVM) - Geometric intuition
조회 278 좋아요 5 2년 전
ElasticNet Regression | Machine learning Linear regression
ElasticNet Regression | Machine learning Linear regression
조회 42 좋아요 1 2년 전
SVM Pre requisite: What is Hyperplane? | Hyperplane equation in N-Dimensional Space
SVM Pre requisite: What is Hyperplane? | Hyperplane equation in N-Dimensional Space
조회 747 좋아요 26 2년 전
Sklearn Pipelines in Machine learning | Column Transformers
Sklearn Pipelines in Machine learning | Column Transformers
조회 489 좋아요 17 2년 전
Outliers detection using IQR and Z_Score | Machine learning | Data Science
Outliers detection using IQR and Z_Score | Machine learning | Data Science
조회 61 좋아요 2 2년 전
Boosting in Machine learning - Intuition | Ensemble technique
Boosting in Machine learning - Intuition | Ensemble technique
조회 468 좋아요 14 2년 전
Random Forest | Machine learning Ensemble | Bagging | Bootstrap aggregation
Random Forest | Machine learning Ensemble | Bagging | Bootstrap aggregation
조회 387 좋아요 10 2년 전
Ensemble Algorithms in Machine learning | Bagging | Boosting
Ensemble Algorithms in Machine learning | Bagging | Boosting
조회 61 좋아요 2 2년 전
Bagging in Machine learning | Explained in depth
Bagging in Machine learning | Explained in depth
조회 225 좋아요 5 2년 전
Machine learning mini project: Twitter Bot classification | Machine learning project
Machine learning mini project: Twitter Bot classification | Machine learning project
조회 418 좋아요 7 2년 전
Machine learning Interview Questions: What if parameters of logistic regression are set to zero
Machine learning Interview Questions: What if parameters of logistic regression are set to zero
조회 35 좋아요 1 2년 전
Machine learning Interview Questions: Why logistic regression is called regression?
Machine learning Interview Questions: Why logistic regression is called regression?
조회 163 좋아요 7 2년 전
Steps to follow in any Machine learning / Data Science project
Steps to follow in any Machine learning / Data Science project
조회 171 좋아요 5 2년 전
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