<\/span><\/h2>\n\n\n\nTo learn data science from basic to advanced, follow a logical path: Python \u2192 mathematics and statistics \u2192 data analysis \u2192 machine learning \u2192 deep learning and AI \u2192 advanced tools and deployment. Most importantly, practice each stage through projects.<\/p>\n\n\n\n
Begin with the basics, then work on one project at a time and finally move on to practical machine learning and artificial intelligence challenges. <\/p>\n","protected":false},"excerpt":{"rendered":"
To learn data science from basic to advanced, start with mathematics and Python, then move into statistics, data analysis, machine learning, and advanced topics such as deep learning and artificial intelligence. The key is to learn concepts step by step and apply them through real projects instead of only studying theory. If you\u2019re new, you […]<\/p>\n","protected":false},"author":2,"featured_media":47746,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[1388,1479,1579],"class_list":{"0":"post-47744","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"tag-data-science","9":"tag-data-science-course","10":"tag-data-science-training"},"_links":{"self":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47744","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=47744"}],"version-history":[{"count":1,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47744\/revisions"}],"predecessor-version":[{"id":47747,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47744\/revisions\/47747"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media\/47746"}],"wp:attachment":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media?parent=47744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/categories?post=47744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/tags?post=47744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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