First Principles with Python<\/p>\n
To really learn data science, you should not only master the tools\u2014data science libraries, frameworks, modules, and toolkits\u2014but also understand the ideas and principles underlying them.<\/p>\n
<\/p>\n
Auteur: Joel Grus<\/p>\n
Taal: Engels<\/p>\n
Bindwijze: paperback<\/p>\n
Rubriek: IT-management \/ ICT<\/p>\n
Leverbaarheid: Direct leverbaar<\/p>\n
Uitgever: O’Reilly<\/p>\n
Verschijningsdatum: 2019-06-06T00:00:00+02:00<\/p>\n
Trefwoord:
\nProgrammeren
\nData analyse
\nPython<\/p>\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
To really learn data science, you should not only master the tools\u2014data science libraries, frameworks, modules, and toolkits\u2014but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch.
\n
\nIf you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today\u2019s messy glut of data.
\n
\nGet a crash course in Python
\n– Learn the basics of linear algebra, statistics, and probability\u2014and how and when they\u2019re used in data science
\n– Collect, explore, clean, munge, and manipulate data
\n– Dive into the fundamentals of machine learning
\n– Implement models such as k-nearest neighbors, Na\u00efve Bayes, linear and logistic regression, decision trees, neural networks, and clustering
\n– Explore recommender systems, natural language processing, network analysis, MapReduce, and databases<\/p>\n","protected":false},"featured_media":4360,"comment_status":"closed","ping_status":"open","template":"","meta":[],"product_brand":[],"product_cat":[24],"product_tag":[],"class_list":{"0":"post-4359","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-it-management-ict","8":"first","9":"instock","10":"product-type-external"},"_links":{"self":[{"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/product\/4359","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/comments?post=4359"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/media\/4360"}],"wp:attachment":[{"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/media?parent=4359"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/product_brand?post=4359"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/product_cat?post=4359"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/koeky.nl\/boeken\/wp-json\/wp\/v2\/product_tag?post=4359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}