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#Logistic Regression

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Great Learning

What is Natural Language Processing - NLP Full Course

1 rewiews
Comprehensive introduction to Natural Language Processing, covering key concepts, techniques, and applications using Python, with hands-on projects in sentiment analysis and chatbot development.
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29 Lesons
8 hours 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence in OBGYN Ultrasound by Suresh Seshadri

1 rewiews
Explore AI applications in OBGYN ultrasound imaging, focusing on advanced techniques for improved diagnosis and patient care in obstetrics and gynecology.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video

Machine Learning

1 rewiews
Comprehensive introduction to machine learning concepts, from fundamentals to advanced techniques, with clear explanations and practical applications.
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83 Lesons
22 hours
On-Demand
Free-Video
Stanford University

Opioid Use Disorder Prediction Using AI and Existing Risk Models

0 rewiews
Comparative study on AI models for predicting opioid use disorder, showcasing superior performance of transformer-based AI over existing clinical tools and other machine learning approaches.
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16 Lesons
52 minutes
On-Demand
Free-Video
Stanford University

Deep Learning Intuition - Lecture 2

0 rewiews
Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video

Logistic Regression

0 rewiews
Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Data Analytics with Python

0 rewiews
Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.
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61 Lesons
1 day 4 hours
On-Demand
Free-Video

Statistics and Machine Learning in R

0 rewiews
If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Gradient Boost

0 rewiews
Explore the fundamentals and advanced concepts of Gradient Boost for regression and classification in machine learning.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video
University of Central Florida

Explaining and Harnessing Adversarial Examples in Machine Learning - Spring 2021

0 rewiews
Explore adversarial examples in machine learning, their impact on linear and non-linear models, and techniques like adversarial training to improve model robustness and generalization.
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22 Lesons
27 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Evolution of ML Training and Serving Infrastructure at Pinterest Ads

0 rewiews
Explore Pinterest Ads' ML infrastructure evolution, from logistic regression to transformer models, and learn key challenges and lessons in revolutionizing ad capabilities.
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1 Lesons
26 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Low Latency Neural Network Inference for ML Ranking Applications - Yelp Case Study

0 rewiews
Explore Yelp's ML platform overhaul for low-latency neural network inference in ranking applications. Learn about Tensorflow model training, deployment using MLEAP, and integration with Nrtsearch for improved performance.
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1 Lesons
39 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression on Customer Data - Machine Learning Algorithms Using Python

0 rewiews
In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.
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6 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Great Learning

Supervised Learning Full Course - Supervised Learning Tutorial for Beginners

0 rewiews
In this video we will be explaining various advantages in detail. We will also be covering different topics such as, What is Machine Learning, What are their types, Python implementation for Regression, and much more.
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9 Lesons
4 hours 46 minutes
On-Demand
Free-Video
Great Learning

Data Science for Beginners - Learn Data Science in 9 Hours

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This tutorial on "Data Science for Beginners" would help you to comprehensively master all the concepts of Data Science.
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6 Lesons
8 hours 48 minutes
On-Demand
Free-Video
Great Learning

Machine Learning Applications

0 rewiews
Explore text mining applications in machine learning, covering techniques, challenges, transformations, and model building using logistic regression and TF-IDF for practical implementation.
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12 Lesons
1 hour 56 minutes
On-Demand
Free-Video
Great Learning

Machine Learning with Python for Beginners

0 rewiews
Learn Python libraries, machine learning concepts, regression techniques, Naive Bayes, and deep learning fundamentals. Gain practical skills through demonstrations and examples to kickstart your machine learning journey.
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12 Lesons
9 hours 48 minutes
On-Demand
Free-Video
Great Learning

Marketing & Retail Analytics

0 rewiews
Comprehensive tutorial on marketing analytics, covering RFM analysis, clustering, churn prediction, market basket analysis, and CLV modeling using tools like Tableau and KNIME.
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18 Lesons
7 hours 12 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression and Naive Bayes in Machine Learning - Machine Learning Tutorial - Great Learning

0 rewiews
Comprehensive tutorial on Logistic Regression and Naive Bayes, covering theory and practical applications in fraud detection and diabetes prediction. Includes machine learning basics and hands-on demos.
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15 Lesons
1 hour 35 minutes
On-Demand
Free-Video

Machine Learning

0 rewiews
Comprehensive 7-day exploration of key machine learning algorithms, from regression techniques to clustering methods, enhancing data science skills through live interactive sessions.
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8 Lesons
11 hours
On-Demand
Free-Video
statisticsmatt

Generalized Linear Models

0 rewiews
Comprehensive exploration of Generalized Linear Models, covering various regression techniques including Probit, Logistic, Complementary Log-Log, Poisson, Ordinal Logistic, and Multinomial Logistic.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Serrano.Academy

General Machine Learning

0 rewiews
Explore key machine learning concepts, algorithms, and evaluation methods in this comprehensive introduction to the field.
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7 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Serrano.Academy

Supervised Learning

0 rewiews
Explore linear regression, logistic regression, perceptron algorithm, and support vector machines in this friendly introduction to key supervised learning concepts.
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3 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Introduction to Deep Learning for Everyone

0 rewiews
Learn deep learning fundamentals using Keras and TensorFlow in R, covering regression, neural networks, regularization, and convolutional networks for practical applications.
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22 Lesons
7 hours
On-Demand
Free-Video

Applied Analytical Programming

0 rewiews
Comprehensive introduction to statistical concepts and analytical programming, covering probability, distributions, hypothesis testing, regression, and data visualization techniques.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

Data Science Projects in Python

0 rewiews
This video teaches these projects by carrying out simultaneous demonstrations and examples to help you get started on the right foot.
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10 Lesons
5 hours 39 minutes
On-Demand
Free-Video
Great Learning

Linear Regression vs Logistic Regression - Learn Data Science

0 rewiews
This video teaches Linear Regression, Logistic Regression and the key differences between both with a variety of demonstrations & examples to help you get started on the right foot.
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7 Lesons
39 minutes
On-Demand
Free-Video

PyTorch Tutorials - Complete Beginner Course

0 rewiews
Comprehensive guide to PyTorch: from basics to advanced concepts, covering tensors, neural networks, and model deployment. Ideal for beginners seeking practical skills.
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22 Lesons
7 hours
On-Demand
Free-Video

PyTorch Zero to All

0 rewiews
Learn essential machine learning and deep learning concepts using PyTorch, covering linear models, neural networks, CNNs, and RNNs in a comprehensive series of lectures.
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14 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Great Learning

Application of Classification Algorithms

0 rewiews
Explore popular classification algorithms, their comparisons, and real-world applications through a case study on employee promotion prediction using various techniques.
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10 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

0 rewiews
Comprehensive machine learning tutorial covering key algorithms, techniques, and practical implementations for regression, classification, clustering, and ensemble methods.
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26 Lesons
6 hours 38 minutes
On-Demand
Free-Video
Python Engineer

Deep Learning With PyTorch - Full Course

0 rewiews
Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
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18 Lesons
4 hours 36 minutes
On-Demand
Free-Video
Python Engineer

Machine Learning From Scratch in Python - Full Course With 12 Algorithms

0 rewiews
Comprehensive Python implementation of 12 popular machine learning algorithms from scratch, covering KNN, regression, SVM, decision trees, random forests, PCA, K-means, AdaBoost, and LDA.
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16 Lesons
4 hours 55 minutes
On-Demand
Free-Video
Great Learning

Ultimate Machine Learning Projects with Python for Beginners - 2024

0 rewiews
Master Python-based machine learning through hands-on projects, from basic algorithms to advanced applications like fake news detection, predictive maintenance, and emotion recognition. Build a portfolio with real-world implementations.
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33 Lesons
9 hours 7 minutes
On-Demand
Free-Video
National Taiwan University

Machine Learning

0 rewiews
從基礎到高級主題的全面機器學習課程,涵蓋回歸、分類、深度學習、無監督學習等,並包含實際演示和案例研究,幫助學習者掌握關鍵概念和技術。
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36 Lesons
1 day 4 hours
On-Demand
Free-Video
Great Learning

Classification Algorithm in Hindi

0 rewiews
वर्गीकरण एल्गोरिदम की व्यापक समझ: लिनियर रिग्रेशन से लेकर सपोर्ट वेक्टर मशीन तक, सैद्धांतिक अवधारणाओं और पायथन में कार्यान्वयन के साथ।
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6 Lesons
3 hours 3 minutes
On-Demand
Free-Video
Serrano.Academy

Machine learning en espanol

0 rewiews
Introducción práctica al aprendizaje automático en español, cubriendo técnicas supervisadas y no supervisadas con aplicaciones reales como reconocimiento de imágenes y sistemas de recomendación.
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7 Lesons
3 hours 30 minutes
On-Demand
Free-Video

모두를 위한 딥러닝 - PyTorch

0 rewiews
PyTorch를 활용한 딥러닝 기초부터 고급 기술까지 실습 중심으로 학습. 텐서 조작, 선형 회귀, CNN, RNN 등 다양한 모델 구현 및 최적화 기법 습득.
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34 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Machine Learning in Hindi - Python for Machine Learning

0 rewiews
मशीन लर्निंग की मूल अवधारणाओं और पायथन के उपयोग को समझें। पांडास, नंपी, मैटप्लॉटलिब जैसे लाइब्रेरीज़ और लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री जैसे एल्गोरिदम सीखें।
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11 Lesons
4 hours 26 minutes
On-Demand
Free-Video
Great Learning

Machine Learning Full Course in Hindi

0 rewiews
मशीन लर्निंग की मूल अवधारणाओं और एल्गोरिदम का व्यापक हिंदी परिचय, जिसमें लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री, रैंडम फॉरेस्ट, नेइव बेयस और SVM शामिल हैं।
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10 Lesons
5 hours 27 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis in Hindi

0 rewiews
रिग्रेशन विश्लेषण की मूल अवधारणाओं और उपयोग को समझें। लीनियर और लॉजिस्टिक रिग्रेशन के सिद्धांत और पायथन में प्रैक्टिकल डेमो शामिल हैं।
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7 Lesons
1 hour 55 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

0 rewiews
लॉजिस्टिक रिग्रेशन की मूल अवधारणाओं को समझें, सिग्मॉइड फ़ंक्शन का अध्ययन करें, और पायथन में इसका उपयोग करके वर्गीकरण समस्याओं को हल करना सीखें।
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8 Lesons
45 minutes
On-Demand
Free-Video
CodeWithHarry

Coding Logistic Regression in Python - Machine Learning Tutorial

0 rewiews
Aprenda a implementar regressão logística em Python para machine learning, com explicações detalhadas em hindi. Tutorial prático para iniciantes e estudantes de ciência de dados.
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1 Lesons
50 minutes
On-Demand
Free-Video
CodeWithHarry

Logistic Regression: Overview and Working - Machine Learning Tutorial

0 rewiews
लॉजिस्टिक रिग्रेशन की अवधारणा और कार्यप्रणाली को समझें। यह ट्यूटोरियल मशीन लर्निंग की इस महत्वपूर्ण तकनीक को सरल हिंदी में समझाता है।
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1 Lesons
23 minutes
On-Demand
Free-Video
OPENPediatrics

Update on the Pediatric Index of Mortality with Dr. Tony Slater

0 rewiews
Dr. Slater discusses the development and importance of the Pediatric Index of Mortality (PIM) for improving ICU care quality, covering three generations of PIM, acuity scoring, and data interpretation.
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19 Lesons
37 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Hypertension Burden and Interventions - Public Health Approach by Prabhdeep Kaur

0 rewiews
Explore public health strategies for managing hypertension, including burden assessment and effective interventions. Learn about population-level approaches to prevent and control high blood pressure.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Prediction of Survival Analysis for Cancer Patients

0 rewiews
Explore survival analysis prediction for cancer patients using machine learning techniques. Learn to harness computational methods for improved patient outcome forecasting and healthcare decision-making.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multinomial Regression Model - Part III: Empirical Estimation and STATA Application

0 rewiews
Explore empirical estimation of bi-variate logit and its STATA application in multinomial regression models, enhancing statistical analysis skills.
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1 Lesons
37 minutes
On-Demand
Free-Video
Data Con LA

Predicting Rare Events Using Ordinal Regression - From Purchases to Diseases

0 rewiews
Dive into advanced ordinal regression techniques for predicting rare events like purchases and diseases, with practical examples and implementation guidance.
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16 Lesons
41 minutes
On-Demand
Free-Video
Open Data Science

Data Efficiency Through Transfer Learning - Eddie Du

0 rewiews
Explore data-efficient transfer learning techniques to overcome limited training data, including instance-based approaches and differentially private aggregation for enhanced model performance and privacy preservation.
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17 Lesons
50 minutes
On-Demand
Free-Video
Open Data Science

Using Your Powers for Good - Data Science in the Social Sector

0 rewiews
Explore data science applications in the social sector, including disaster relief and education. Learn techniques like logistic regression and ensemble building for impactful machine learning projects.
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35 Lesons
43 minutes
On-Demand
Free-Video
The Royal Institution

The 10 Equations That Rule the World - With David Sumpter

0 rewiews
Explore 10 key mathematical equations and their real-world applications in finance, relationships, social media, and personal development with Professor David Sumpter.
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27 Lesons
52 minutes
On-Demand
Free-Video
Pascal Poupart

Logistic Regression and Generalized Linear Models

0 rewiews
Explore exponential family models, logistic regression, and Newton's method for classification tasks, with applications in app recommendation and sparse data analysis.
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11 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Julia Silge

Fit and Predict With Logistic Regression for Bird Bath Observations in Australia

0 rewiews
Learn to model bird bath observations in Australia using tidymodels, combining model specifications with feature engineering recipes for effective fitting and prediction.
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8 Lesons
37 minutes
On-Demand
Free-Video
Julia Silge

Deploy Different Prediction Types for a Bigfoot Sighting Model

0 rewiews
Learn to deploy various prediction endpoints for a Bigfoot sighting model using vetiver, including feature engineering, logistic regression, and natural language processing techniques.
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16 Lesons
29 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Automating Bone Age Assessment from Pediatric Xrays

0 rewiews
Learn to automate bone age assessment from pediatric X-rays using machine learning techniques. Explore practical applications in healthcare for more efficient and accurate diagnoses.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Cancer Diagnostics - Opportunities and Challenges by Sudha Sundar

0 rewiews
Explore opportunities and challenges in cancer diagnostics, focusing on innovative approaches and potential advancements in early detection and personalized treatment strategies.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Use of Big Data Analytics in Healthcare Research by Rajiv Raman

0 rewiews
Explore how big data analytics revolutionizes healthcare research, enhancing patient outcomes and driving medical advancements through innovative data-driven approaches.
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1 Lesons
31 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Modeling Complex Phenotypes by Sayan Mukherjee

0 rewiews
Explore advanced techniques for modeling complex phenotypes in health and disease, bridging machine learning with clinical applications to enhance data analysis and prediction in biomedicine.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Biomedical Text Mining II by Sudeshna Sarkar

0 rewiews
Explore advanced techniques in biomedical text mining, focusing on extracting valuable insights from medical literature and clinical data to enhance healthcare research and decision-making.
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1 Lesons
53 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Digital Health and AI in Healthcare at IIITD by Tavpritesh Sethi

0 rewiews
Explore AI's transformative impact on healthcare, from predictive analytics to personalized medicine, and learn how digital technologies are revolutionizing patient care and health outcomes.
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1 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Biomedical Text Mining I by Sudeshna Sarkar

0 rewiews
Explore techniques for extracting valuable insights from biomedical literature using text mining methods. Learn to process and analyze scientific texts for research and clinical applications.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

The Tommy's Pathway - Providing Effective and Equitable Maternity Care by Basky Tilaganathan

0 rewiews
Explore effective and equitable maternity care strategies through the Tommy's Pathway, focusing on improving outcomes and addressing disparities in maternal healthcare.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Big Data in Biology - How EMBL Delivers Big Data for Biology, and Some Highlights

0 rewiews
Explore how EMBL manages and utilizes big data in biology, with insights on key developments and applications in genomics and bioinformatics.
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1 Lesons
45 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Modeling Events

0 rewiews
Explore statistical modeling of events, covering generative models, generalized linear models, logistic regression, and binomial regression. Learn to analyze gender applications and calculate marginal causal effects.
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11 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Simons Institute

Scaling Up Bayesian Inference for Big and Complex Data

0 rewiews
Explore advanced Bayesian inference techniques for large-scale datasets, focusing on computational challenges and innovative solutions in machine learning and deep learning applications.
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17 Lesons
47 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

0 rewiews
Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.
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1 Lesons
4 hours 57 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Kurdyka-Łojasiewicz Exponent for Hadamard-Difference-Parameterized Models

0 rewiews
Explore Kurdyka-Łojasiewicz exponents in L1-regularized optimization, focusing on Hadamard difference parametrization and its impact on local convergence rates of gradient methods.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multinomial Regression Model - Part I: Introduction to MRM and Multinomial Logit Model

0 rewiews
Explore multinomial regression models, including types and the multinomial logit model. Learn key concepts and applications in statistical analysis.
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1 Lesons
42 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Statistical Inference of Logistic Regression: Confusion Matrix, Errors, and Model Selection

0 rewiews
Explore statistical inference in logistic regression, covering confusion matrices, error types, and model selection techniques for improved predictive accuracy.
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8 Lesons
17 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Maximum Likelihood Estimate for Logistic Regression

0 rewiews
Explore maximum likelihood estimation for logistic regression, covering likelihood functions and gradient descent techniques.
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1 Lesons
10 minutes
On-Demand
Free-Video
ICTP-SAIFR

Statistical Models: Linking Data to Theory - Class 9

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Explore statistical models linking data to theory, focusing on generalized linear models, binary data, logistic regression, and Poisson distribution in quantitative ecology.
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14 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Automated Scalable Bayesian Inference via Data Summarization - 2018

0 rewiews
Explore scalable Bayesian inference techniques using data summarization. Learn about coresets, theoretical guarantees, and practical applications in large-scale data settings.
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11 Lesons
59 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence in Medical Imaging for Precision Medicine by Vaanathi Sundaresan

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Explore AI applications in medical imaging for precision medicine, covering deep learning techniques, image analysis, and their impact on diagnosis and treatment planning.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Forensic 365

Importance of Statistics in Forensic Science - Dr. Rajesh Verma

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Explore multiple and logistic regression in forensic science with detailed examples. Builds on previous sessions to enhance statistical knowledge for evidence interpretation.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Lung Disease and AI Applications - From Cough Sounds to CT Scan by Anurag Agrawal

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Explore AI applications in lung disease diagnosis, from analyzing cough sounds to interpreting CT scans. Learn how machine learning enhances detection and treatment of respiratory conditions.
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1 Lesons
58 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Cause of Obesity, Diabetes & CVD Epidemic by Ponnusamy Saravanan

0 rewiews
Explores the role of Gestational Diabetes Mellitus in obesity, diabetes, and cardiovascular disease epidemics, discussing its causes, impacts, and potential interventions.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

The Healthy Life Trajectories Initiative - Implementation, Challenges and Future

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Exploring the Healthy Life Trajectories Initiative's implementation, challenges, and future prospects, focusing on improving health outcomes through data-driven approaches and collaborative research.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Venelin Valkov

Predicting Diabetes with Logistic Regression in TensorFlow.js - Deep Learning for JavaScript Hackers

0 rewiews
Learn to build and train logistic regression models in TensorFlow.js for diabetes prediction. Covers data visualization, dataset creation, model evaluation, and advanced techniques.
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8 Lesons
43 minutes
On-Demand
Free-Video
Julia Silge

Data Preprocessing and Resampling Using Tidymodels

0 rewiews
Explore data preprocessing and resampling techniques using tidymodels in R, focusing on college tuition and diversity data to build effective models and improve analysis skills.
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22 Lesons
48 minutes
On-Demand
Free-Video
Churchill CompSci Talks

A Primer in Machine Learning

0 rewiews
Explore machine learning fundamentals, including hypotheses, data representation, algorithms like regression and classification, and practical implementation using MATLAB.
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14 Lesons
31 minutes
On-Demand
Free-Video
Great Learning

Python Projects for Beginners in 2024

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Explore diverse Python applications: data visualization, game development, mobile apps, and web development. Gain hands-on experience through practical projects and enhance your programming skills.
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25 Lesons
4 hours 17 minutes
On-Demand
Free-Video
Data Science Conference

Machine Learning Applications in Healthcare - Saudi Arabian Hospital Case Studies

0 rewiews
Explore real-world applications of machine learning in Saudi Arabian healthcare through case studies focusing on breast cancer classification and predictive modeling techniques.
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11 Lesons
20 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning Mid-Semester Review - Lecture 15

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Dive into a comprehensive mid-semester review of fundamental machine learning concepts, covering key principles and techniques explored throughout the academic term.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Logistic Regression - Machine Learning Lecture 25

0 rewiews
Dive into logistic regression classification, exploring maximum likelihood, posterior criteria, and loss minimization principles for effective machine learning model development.
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1 Lesons
1 hour 21 minutes
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UofU Data Science

Logistic Regression - Machine Learning Lecture 24

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Master logistic regression classification through maximum likelihood and maximum a posteriori criteria, building practical skills for effective machine learning model development.
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1 Lesons
43 minutes
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Free-Video
UofU Data Science

Machine Learning Foundations - Logistic Regression

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Master logistic regression fundamentals through hands-on practice, exploring core concepts, implementation techniques, and practical applications in machine learning and data analysis.
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1 Lesons
1 hour 19 minutes
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UofU Data Science

Logistic Regression and Natural Language Processing - Tokenization and BPE

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Master logistic regression fundamentals and explore text tokenization techniques including BPE, with key linguistic concepts for natural language processing applications.
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4 Lesons
1 hour 19 minutes
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Free-Video
Software Engineering Courses - SE Courses

Logistic Regression and Ensemble Learning - Bagging and Boosting - AdaBoost

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Explore logistic regression, ensemble learning, bagging, and boosting in this AI/ML course. Learn AdaBoost and decision stumps for strong non-linear classification.
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18 Lesons
44 minutes
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Free-Video
CodeEmporium

Preprocessing Data for Machine Learning - Deep Dive

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Comprehensive guide to preprocessing data for logistic regression, covering standardization, encoding, data imbalance, correlation, multicollinearity, and missing data handling techniques.
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10 Lesons
20 minutes
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Free-Video
StatQuest with Josh Starmer

XGBoost Part 2 - Classification

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Learn how XGBoost trees are built for classification, covering similarity scores, gain, cover, pruning, and logistic regression in this advanced machine learning tutorial.
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13 Lesons
25 minutes
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Free-Video
StatQuest with Josh Starmer

Regularization Part 1 - Ridge (L2) Regression

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Learn Ridge Regression to prevent overfitting, solve unsolvable equations, and optimize models. Covers main ideas, details, applications for various data types and models, and usage with limited data.
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9 Lesons
20 minutes
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Free-Video
Hausdorff Center for Mathematics

Large Scale Machine Learning and Convex Optimization - Lecture 3

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Explore advanced stochastic optimization techniques for large-scale machine learning, including novel Newton-based methods and combinations of batch and online algorithms for improved convergence rates.
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18 Lesons
1 hour 5 minutes
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Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

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Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.
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1 Lesons
2 hours 58 minutes
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IEEE

SecureML - A System for Scalable Privacy-Preserving Machine Learning

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Explores scalable privacy-preserving machine learning techniques for linear regression, logistic regression, and neural networks using secure two-party computation, with efficient protocols and MPC-friendly alternatives to nonlinear functions.
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12 Lesons
19 minutes
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International Centre for Theoretical Sciences

ML for Microbial Genomics by Janani Ravi

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Explore machine learning applications in microbial genomics, focusing on data analysis techniques and their relevance to understanding microbial genetic structures and functions.
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1 Lesons
1 hour 13 minutes
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International Centre for Theoretical Sciences

Macular Maladies - Degenerations, Detachments and Holes - Protean

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Explore macular degenerations, detachments, and holes with expert insights. Learn about diagnosis, treatment options, and latest advancements in managing these complex retinal conditions.
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1 Lesons
1 hour 5 minutes
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Open Data Science

Effective Transfer Learning for NLP - Madison May - ODSC East 2018

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Explore effective transfer learning techniques for NLP, including parameter-efficient methods using sequence representations. Learn practical improvements for real-world tasks and discover the Enso library for benchmarking.
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29 Lesons
44 minutes
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Fields Institute

SGD in the Large - Average-Case Analysis, Asymptotics, and Stepsize Criticality

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Explore average-case analysis, asymptotics, and stepsize criticality in stochastic gradient descent, with insights on optimization problems and stochastic momentum techniques.
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17 Lesons
1 hour 10 minutes
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5 Minutes Engineering

Machine Learning and Neural Networks: Logistic Regression - Day 6

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Explore logistic regression in machine learning and neural networks, covering key concepts and applications for binary classification problems.
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1 Lesons
35 minutes
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Free-Video