Data Analytics with Python
Learn data analytics using Python, covering preprocessing, visualization, machine learning algorithms, and practical examples. Gain skills to analyze datasets, make predictions, and compete on Kaggle.
Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2
Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
Learn Python and Data Science in Just an Hour
Comprehensive introduction to Python and data science, covering data manipulation, visualization, and statistical analysis using real-world examples in just over an hour.
Mitigating Backdoors in Machine Learning Models - Security and Defense Strategies
Explore techniques for defending against undetectable backdoors in machine learning systems through black-box mitigation strategies, focusing on binary classification and regression models.
Нейросети на Python
Учебный курс начального уровня для программистов, которые хотят научится применять нейронные сети для решения практических задач.
파이썬 Python Seaborn 으로 시각화 하기
Seaborn을 활용한 데이터 시각화 기법 학습: 다양한 그래프 유형, 시계열 데이터 처리, 통계 분석 시각화, 서브플롯 생성 등 실용적인 기술 습득
Machine Learning Tutorials for Beginners Using Python in Hindi
हिंदी में पायथन का उपयोग करके मशीन लर्निंग की मूल बातें सीखें। लीनियर रिग्रेशन, सपोर्ट वेक्टर मशीन और डिसीजन ट्री जैसी तकनीकों को समझें और कोड करें।
Regression Analysis in Hindi
रिग्रेशन विश्लेषण की मूल अवधारणाओं और उपयोग को समझें। लीनियर और लॉजिस्टिक रिग्रेशन के सिद्धांत और पायथन में प्रैक्टिकल डेमो शामिल हैं।
Regresión Bridge Ajustada Mediante SURE
Explora la regresión Bridge ajustada con SURE, una técnica avanzada de análisis estadístico para mejorar la precisión en modelos predictivos.
Short Text, Large Effect - Measuring the Impact of User Reviews on Android App Security & Privacy
Exploring the impact of user reviews on Android app security and privacy, analyzing 4.5M reviews to identify concerns and measure developers' responses through code changes.
Structural Break Analysis Using Chow Test - Part 3
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Structural Break Analysis Using Chow Test - Part 1
Explore structural break analysis using the Chow test, gaining insights into detecting significant changes in economic time series data.
Structural Break Analysis Using Chow Test - Part 5
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Structural Break Analysis Using Chow Test - Part 2
Explore advanced techniques for structural break analysis using the Chow test, building on foundational concepts to enhance econometric modeling skills.
Structural Break Analysis Using Chow Test - Part 4
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Instrumental Variable Estimation - Part XI: Testing for Endogeneity and Overidentification
Explore endogeneity testing in STATA and delve into overidentification concepts for instrumental variable estimation.
Instrumental Variable Estimation - Testing for Endogeneity and Overidentification
Explore endogeneity testing in STATA and learn about overidentification in instrumental variable estimation techniques.
Instrumental Variable Estimation - Part VI: Testing for Endogeneity and Hausman Test
Explore endogeneity testing, implement the Hausman Test, and apply it to multiple endogenous variables in instrumental variable estimation.
Instrumental Variable Estimation - Testing Endogeneity and Hausman Test - Part 5
Explore advanced endogeneity testing techniques, including Hausman Test implementation for multiple variables in instrumental variable estimation.
Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV
Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.
Instrumental Variable Estimation - Part III
Explore IV techniques for MLRM, Generalised MLRM, multiple instruments, and endogenous variables in econometric analysis.