Snells introduction to probability
List snells introduction to probability
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introduction to algorithms - 3rd edition (6 months old)
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King champion an introduction to political theory book
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data science provides numerous benefits to organizations, including better decision-making by identifying patterns, trends, and opportunities from dataoverall, data science is a valuable tool for organizations to improve their performance and achieve their business goalsorganizations can reduce costs and gain a competitive advantage by optimizing their operations and providing better customer experienceit also improves efficiency by automating tasks and streamlining processesdata science enables personalized customer interactions, leading to enhanced customer experience and loyaltyits goal is to provide actionable insights, predictions, and recommendations based on data by using techniques such as machine learning algorithms, data visualization, and statistical analysisit also involves using machine learning algorithms, data visualization, and statistical analysis to make predictions and provide actionable insights based on dataorg/course-datascience
course content
introduction to python
basic steps
numpy
data visualization
pandas
exceptions and errors
introduction to artificial intelligence and machine learning
data wrangling and manipulation
supervised learning
supervised learning-classification
unsupervised learning
machine learning pipeline building
decision tree analysis and ensemble learning
ai and deep learning introduction
artificial neural network
deep neural network & tools
deep neural net optimization, tuning, interpretability
convolutional neural net
recurrent neural networks
overfit and underfit
transfer learning
working with generative adversarial networks
pytorch
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In 360digitmgthis data science course begins with an introduction to statistics, probability, python and r programming and exploratory data analysisdata mining unsupervised using clustering, dimension reduction and association rules is also dealt with in detaillearn to perform proactive forecasting and time series analysis with algorithms scripted in python and r in the best data science training institute in chennaiparticipants learn to perform data mining supervised with linear regression and predictive modelling with multiple linear regression techniquesa module is dedicated to scripting machine learning algorithms and enabling deep learning and neural networks with black box techniques and svm
Chennai (Tamil Nadu)
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probability, random variables and random signal principles by peyton z peebles jr
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A first course in probability sixth editon by sheldon ross book
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