<\/span><\/h2>\n\n\n\nPoor data quality, vague objectives, fragmented data, difficult deployment and weak communication are common problems in data science projects. \u201cYou have to work with those. This is not a theory, it is practical. Learn with hands-on projects, expert mentors and real career support. The best way to prepare yourself for the profession is working on real data science projects.<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
In fact, data science projects rarely fail because the algorithms are weak. They\u2019re dealing with messy data, ambiguous goals, and the difference between a working model and a working business solution. These are not classroom projects, they have incomplete records and evolving requirements, and stakeholders are looking for actionable answers. Data science is a science […]<\/p>\n","protected":false},"author":2,"featured_media":48778,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[1482,1432,2339],"class_list":{"0":"post-48773","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"tag-data-science-projects","9":"tag-data-science-with-ai","10":"tag-machine-learning-challenges"},"_links":{"self":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48773","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/comments?post=48773"}],"version-history":[{"count":1,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48773\/revisions"}],"predecessor-version":[{"id":48779,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/48773\/revisions\/48779"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media\/48778"}],"wp:attachment":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media?parent=48773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/categories?post=48773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/tags?post=48773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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