Expert insight

• 資料種別: 図書
• タイトル: Expert insight
• 出版事項: Packt Publishing
• 出版地（国名コード）: uk
• 対象利用者: 一般
• 関連情報: Machine learning for finance : principles and practice for financial insiders; https://cir.nii.ac.jp/crid/1130000794496255488; Deep reinforcement learning hands-on : apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more; https://cir.nii.ac.jp/crid/1130000796572617728; AI blueprints : how to build and deploy AI business projects; https://cir.nii.ac.jp/crid/1130003902241039488; Advanced deep learning with TensorFlow 2 and Keras : apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more; https://cir.nii.ac.jp/crid/1130003902680800256; Extreme C : taking you to the limit in concurrency, OOP, and the most advanced capabilities of C; https://cir.nii.ac.jp/crid/1130005876438480772; JavaScript from beginner to professional : learn JavaScript quickly by building fun, interactive, and dynamic web apps, games, and pages; https://cir.nii.ac.jp/crid/1130015398812258693; Transformers for natural language processing : build, train, and fine-tune deep neural network architectures for NLP with Python, Hugging Face, and OpenAI's GPT-3, ChatGPT, and GPT-4; https://cir.nii.ac.jp/crid/1130015398815010459; Python for finance cookbook : over 80 powerful recipes for effective financial data analysis; https://cir.nii.ac.jp/crid/1130017722328944007; Python machine learning : machine learning and deep learning with Python, scikit-learn, and TensorFlow; https://cir.nii.ac.jp/crid/1130282269332958336; Thoughtful data science : a programmer's toolset for data analysis and artificial intelligence with Python, Jupyter Notebook, and PixieDust; https://cir.nii.ac.jp/crid/1130282272892271616; Mastering blockchain : distributed ledger technology, decentralization, and smart contracts explained; https://cir.nii.ac.jp/crid/1130282273191859328; Deep learning with TensorFlow 2 and Keras : Regression, ConvNets, GANs, RNNs, NLP, and more with TensorFlow 2 and the Keras API; https://cir.nii.ac.jp/crid/1130285378240708608; Transformers for natural language processing : build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more; https://cir.nii.ac.jp/crid/1130287204219740806; Node.js design patterns : design and implement production-grade Node.js applications using proven patterns and techniques; https://cir.nii.ac.jp/crid/1130289519528328961; Artificial intelligence by example : acquire advanced AI, machine learning, and deep learning design skills; https://cir.nii.ac.jp/crid/1130295646842144692; The economics of data, analytics, and digital transformation : the theorems, laws, and empowerments to guide your organization's digital transformation; https://cir.nii.ac.jp/crid/1130295646842146103; Practical data science with Python : learn tools and techniques from hands-on examples to extract insights from data; https://cir.nii.ac.jp/crid/1130295646842146566; Machine learning for time-series with Python : forecast, predict, and detect anomalies with state-of-the-art machine learning methods; https://cir.nii.ac.jp/crid/1130296641286734859; Dancing with qubits : how quantum computing works and how it can change the world; https://cir.nii.ac.jp/crid/1130566852644217472; https://cir.nii.ac.jp/crid/1130566853510852736; Responsive web design with HTML5 and CSS : develop future-proof responsive websites using the latest HTML5 and CSS techniques; https://cir.nii.ac.jp/crid/1130570839613648154; Learning C# by developing games with Unity 2021 : kickstart your C# programming and Unity journey by building 3D games from scratch; https://cir.nii.ac.jp/crid/1130573704173647755; Machine learning with PyTorch and Scikit-Learn : develop machine learning and deep learning models with Python; https://cir.nii.ac.jp/crid/1130578271562582055; Machine learning with R : expert techniques for predictive modeling; https://cir.nii.ac.jp/crid/1130848327800086016; Hands-on explainable AI (XAI) with Python : interpret, visualize, explain, and integrate reliable AI for fair, secure, and trustworthy AI apps; https://cir.nii.ac.jp/crid/1130850071580496896; Deep reinforcement learning hands-on : apply modern RL methods to practical problems of chatbots, robotics, discrete optimization, web automation, and more; https://cir.nii.ac.jp/crid/1130852314736101142; iOS 16 programming for beginners : kickstart your iOS app development journey with a hands-on guide to Swift 5.7 and Xcode 14; https://cir.nii.ac.jp/crid/1130859591240044170; Generative AI with Python and TensorFlow 2 : create images, text, and music VAEs, GANs, LSTMs, GPT models and more; https://cir.nii.ac.jp/crid/1130860210910972425; Python machine learning by example : build intelligent systems using Python, TensorFlow 2, PyTorch, and scikit-learn; https://cir.nii.ac.jp/crid/1130860210910972561; C++ high performance : master the art of optimizing the functioning of your C++ code; https://cir.nii.ac.jp/crid/1130861218029526062; Machine learning for algorithmic trading : predictive models to extract signals from market and alternative data for systematic trading strategies with Python; https://cir.nii.ac.jp/crid/1131412332307635584; Python machine learning : machine learning and deep learning with Python, scikit-learn, and TensorFlow 2; https://cir.nii.ac.jp/crid/1131975833622068751
• 関連情報（URI）: https://ci.nii.ac.jp/ncid/BB2464061X#entity
• 連携機関・データベース: 国立情報学研究所 : CiNii Research
• 提供元機関・データベース: CiNii Books; https://ci.nii.ac.jp/books
• NACSIS書誌ID（NCID）: https://ci.nii.ac.jp/ncid/BB2464061X : BB2464061X

目次

Machine learning for finance : principles and practice for financial insiders

Deep reinforcement learning hands-on : apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

AI blueprints : how to build and deploy AI business projects

Advanced deep learning with TensorFlow 2 and Keras : apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more

Extreme C : taking you to the limit in concurrency, OOP, and the most advanced capabilities of C