Learn With Arif

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244 videos

I am Dr. Muhammad Arif Butt, an Assistant Professor at the Department of Data Science, University of the Punjab (PU), Lahore, Pakistan. I am an ex-Pakistan A...

Latest Videos

FYP-Llmshield (Department of Data Science PU)

FYP-SherlockDroid (Department of Data Science PU)

FYP-XploitEye (Department of Data Science PU)

Lec-21 (Loading and Running OS LLMs using AutoModel)

Lec-20 (A Deep Dive into Transformer Architecture II)

Lec-19 (A Deep Dive into Transformer Architecture - I)

Lec-18 (A Quick Recap of Deep Neural NWs)

Lec 17 Hands on Understanding of Vectorization

Lec-6.29 Support Vector Machines Part-II (Arif Butt @ Data Science)

Lec-6.28 Support Vector Machines Part-I (Arif Butt @ Data Science)

Lec-6.27 Naive Bayes Classifier using Scikit Learn (Arif Butt @ Data Science)

Lec-6.26 Bayes Theorem and Naive Bayes Classifier (Arif Butt @ Data Science)

Lec-6.25 A Comprehensive Recap of Probability for Bayes Theorem (Arif Butt @ Data Science)

Lec-6.24 K-Nearest Neighbours (Arif Butt @ Data Science)

Lec-6.23 Logistic Regression Part-IV (Arif Butt @ Data Science)

Lec-6.22 Logistic Regression Part III (Arif Butt @ Data Science)

Lec-6.21 Logistic Regression Part-II (Arif Butt @ Data Science)

Lec-6.20 Logistic Regression Part-I (Arif Butt @ Data Science)

Lec-6.18 Deploying Machine Learning Models Part-I (Arif Butt @ Data Science)

Lec-6.17 VS Code and Python Virtual Environment (Arif Butt @ Data Science)

Lec-6.16 Building a Machine Learning Pipeline (Arif Butt @ Data Science)

Lec-6.15 Hyper-Parameters Tuning using GridSearch and RandomizedSearch (Arif Butt @ Data Science)

Lec-6.14 Cross Validation Techniques (Arif Butt @ Data Science)

Lec-6.13 Regularization Ridge Lasso ElasticNet (Arif Butt @ Data Science)

Lec-6.12 Polynomial Regression and Bias Variance Tradeoff (Arif Butt @ Data Science)

Lec-6.11 Data Preprocessing Extracting and Combining Information (Arif Butt @ Data Science)

Lec-6.10 Data Preprocessing Feature Scaling (Arif Butt @ Data Science)

Lec-6.9 Data Preprocessing Encoding Categorical Data (Arif Butt @ Data Science)

Lec-6.8 Data Preprocessing Missing Value Imputation (Arif Butt @ Data Science)

Lec-6.7 Data Preprocessing Handling Outliers (Arif Butt @ Data Science)