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Hands-On Markov Models with Python
Unleash the power of unsupervised machine learning in Hidden Markov Models using TensorFlow, pgmpy, and hmmlearn Key FeaturesBuild a variety of Hidden Markov Models (HMM)Create and apply models to any sequence of data to analyze, predict, and extract valuable insightsUse natural language processing (NLP) techniques and 2D-HMM model for image segmentationBook Description Hidden Markov Model (HMM) is a statistical model based on the Markov chain concept. Hands-On Markov Models with Python helps you get to grips with HMMs and different inference algorithms by working on real-world problems. The hands-on examples explored in the book help you simplify the process flow in machine learning by usin...
Mastering Probabilistic Graphical Models Using Python
Master probabilistic graphical models by learning through real-world problems and illustrative code examples in Python About This Book Gain in-depth knowledge of Probabilistic Graphical Models Model time-series problems using Dynamic Bayesian Networks A practical guide to help you apply PGMs to real-world problems Who This Book Is For If you are a researcher or a machine learning enthusiast, or are working in the data science field and have a basic idea of Bayesian Learning or Probabilistic Graphical Models, this book will help you to understand the details of Graphical Models and use it in your data science problems. This book will also help you select the appropriate model as well as the a...
[소문난 명강의] 김도형의 데이터 사이언스 스쿨(수학 편)
소문난 명강사 ‘김도형’이 데이터 사이언스 입문자에게 보내는 선물 같은 수학 책 선형대수, 미적분, 최적화, 확률론, 검정과 베이즈 추정까지 머신러닝과 딥러닝에 필요한 모든 수학을 한권에! 이 책은 대학에서 수학을 전공하지 않은 인공지능 개발 입문자와 현업 전문가에게 핵심 수학을 알려줍니다. 수식에 많이 사용되는 그리스 알파벳과 고등학교 과정의 수학 기호부터 설명해 누구나 차근차근 수학을 익힐 수 있습니다. 기초부터 출발하지만 데이터 분석과 머신러닝에 필요한 모든 필수 수학을 다루며, 모든 수식은 파이썬 패키지를 활용해 코드로 보여줍니다. 스타트업 파일을 적용한 파이썬 주피터 노트북 실습 환경도 제공합니다. 알림 : 독자 여러분이 파이썬 언어에 대한 기초적인 지식이 있다고 가정합니다.
Annual Report of the Registrar of Newspapers for India
Reports for 1958-1970 include catalogues of newspapers published in each state and Union Territory.
Sanskrit Names for Boys and Girls
Embark on a delightful journey into the world of names with the most popular baby names. This comprehensive book unveils a treasure trove of names that have captivated generations, offering a timeless guide for parents-to-be. From classic monikers that evoke a sense of tradition to trendy names that reflect contemporary tastes, this book curates a diverse collection to suit every preference. Each name is accompanied by its meaning and cultural significance, providing a rich tapestry of options for your bundle of joy. Whether you seek inspiration from the past or embrace the latest naming trends, this guide is your companion in crafting a name that resonates with love, meaning, and a touch of timeless elegance.
Proceedings of the First International Conference on Intelligent Computing and Communication
The book covers a wide range of topics in Computer Science and Information Technology including swarm intelligence, artificial intelligence, evolutionary algorithms, and bio-inspired algorithms. It is a collection of papers presented at the First International Conference on Intelligent Computing and Communication (ICIC2) 2016. The prime areas of the conference are Intelligent Computing, Intelligent Communication, Bio-informatics, Geo-informatics, Algorithm, Graphics and Image Processing, Graph Labeling, Web Security, Privacy and e-Commerce, Computational Geometry, Service Orient Architecture, and Data Engineering.
Press in India
Annual report on the press.
