<p>旧金山大学USF的Data Science项目在2012年成立,算是美国最早的一批analytics项目了,之前叫Master of Analytics(MSAN),18fall开始就正式改名成data science。是一年的项目,但课程内容还是挺扎实的,比其他BA项目tech不少,会涉及所有主要的DS领域。学校不惜用“rigorous”来描述、而且项目整体时间短,因此强度会比较大。</p><p>
这个项目最大的特色在于一年的项目中包含了一个实习项目,因为项目located在SF,与业界联系紧密,项目也非常成熟,因此与很多公司、都有比较强的联系和合作,能够为每个同学提供一个匹配实习的机会,「是真的可以夸张的说实习“包分配”」。很多国际生之所以偏好两年的项目,是因为第一年暑假可以做一份美国的实习,对提升简历和找工作有很大帮助;USF的practicum可以说完全弥补了普通一年项目的劣势。而且地理位置好。项目上课地点在SF市中心,学校还开设了Data Institute,平常有非常多Networking 和Meetup的机会,有非常多的在职Data Scientist会来定时上课。</p><p>
就业的话,前几年的就业率100%,但这几年因为项目扩招,就业数据有一定程度的下滑,但也有95%的。平均起薪 120000,72% of 2019 graduates remained in the Bay Area。</p><p>
Class size 在80左右,19fall 是83人。国际生60%。中国学生30个的样子,官网都有具体的profile,可以参考。不乏985大佬,真的不是野鸡大学。</p><p>
当然,如果有名校情结,就不用考虑这个项目了,而如果只是从就业、性价比、技能学习与项目体验来考虑,这是一个非常好的项目。</p>
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SHOW FULL COLUMNS FROM `tb_univ_collegeinfo` [ RunTime:0.015151s ]
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SHOW FULL COLUMNS FROM `tb_track` [ RunTime:0.010660s ]
SELECT * FROM `tb_track` WHERE `majr_track` = 65753 AND `show_track` = 1 ORDER BY `id` ASC [ RunTime:0.005634s ]
SHOW FULL COLUMNS FROM `tb_univ_majorinfo_us` [ RunTime:0.012535s ]
SELECT `uc`.`country_id`,`uc`.`univ_name`,`uc`.`univ_ename`,`univ_col_id`,`umu`.`id`,`major_cname`,`major_ename`,`toefl_ac`,`toefl_total`,`toefl_min`,`toefl_send`,`ielts_ac`,`ielts_total`,`ielts_min`,`ielts_send`,`gmat_ac`,`gmat_total`,`gmat_min`,`gmat_send`,`gre_ac`,`gre_total`,`gre_min`,`gre_send`,`edu_ddl`,`viewpoint`,`pre_course`,`major_detail_id`,`major_detail_cname`,`uc`.`is_njstar`,`track`,major_detail_cname as major_detail_name,`major_id` FROM `tb_univ_majorinfo_us` `umu` LEFT JOIN `tb_univ_collegeinfo` `uc` ON `uc`.`id`=`umu`.`univ_col_id` WHERE `umu`.`id` = '65753' AND `umu`.`status` = '0' LIMIT 1 [ RunTime:0.007300s ]
SELECT `id`,`id_schl`,`school_id`,`cname_schl`,`mianshi`,`major_ename` FROM `tb_univ_majorinfo` LEFT JOIN `tb_school` `sch` ON `school_id`=`id_schl` WHERE ( id=65753 ) LIMIT 1 [ RunTime:0.010781s ]
SHOW FULL COLUMNS FROM `tb_univ_collegeinfo_sort` [ RunTime:0.010031s ]
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SELECT `ucs`.`sort`,`umt`.`major_detail_cname`,`umt`.`tier`,`n`.`tier_desc` FROM `tb_univ_majorinfo_us` `umu` INNER JOIN `tb_univ_majorinfo_tier` `umt` ON `umu`.`id`=`umt`.`major_id` LEFT JOIN `tb_univ_collegeinfo_sort` `ucs` ON `umt`.`major_detail_id`=ucs.univ_major_class and umu.univ_col_id = ucs.univ_col_id and ucs.is_new = 1 and ucs.sort_type = 2 and ucs.sort_name = 862 LEFT JOIN `tb_newclass` `n` ON `n`.`class_cc`=umt.major_detail_id and n.ctry_cc = 12 WHERE `umu`.`id` = '65753' [ RunTime:0.011366s ]
SELECT `is_stem`,`season`,`edu_years`,`edu_fee`,`class_size`,`avg_gpa`,`avg_g`,`per_inter`,`per_sex`,`per_work`,`salary`,`per_stay` FROM `tb_univ_majorinfo_us` WHERE `id` = 65753 AND `status` = 0 LIMIT 1 [ RunTime:0.011119s ]
SELECT `major_id`,`major_detail_name` FROM `tb_univ_majorinfo` WHERE ( id=65753 ) LIMIT 1 [ RunTime:0.006183s ]
SHOW FULL COLUMNS FROM `tb_news` [ RunTime:0.007045s ]
SELECT distinct `id_news`,`title_news`,`time_news`,`cname_news`,`cuniv_news`,`cmajr_news`,`detail_news`,`id_univ`,`newsid` FROM `tb_news` LEFT JOIN `tb_advisernews` ON `id_news`=`newsid` WHERE `id_univ` = 231 AND `major_news` = 65753 AND `cname_news` NOT IN ('0','') AND `type_news` = 'succ' ORDER BY `time_news` DESC,`id_news` DESC LIMIT 4 [ RunTime:0.011093s ]
SELECT distinct `id_news`,`title_news`,`time_news`,`cname_news`,`cuniv_news`,`cmajr_news`,`detail_news`,`id_univ`,`newsid` FROM `tb_news` LEFT JOIN `tb_advisernews` ON `id_news`=`newsid` WHERE `id_clss` = 46 AND `id_univ` = 231 AND 1 = 1 AND `type_news` = 'succ' ORDER BY `time_news` DESC,`id_news` DESC LIMIT 4 [ RunTime:0.009004s ]
SELECT distinct `id_news`,`title_news`,`time_news`,`cname_news`,`cuniv_news`,`cmajr_news`,`detail_news`,`id_univ`,`newsid` FROM `tb_news` LEFT JOIN `tb_advisernews` ON `id_news`=`newsid` WHERE `ctry_news` = 12 AND `id_clss` = 46 AND `star_news` = 1 AND 1 = 1 AND `type_news` = 'succ' ORDER BY `time_news` DESC,`id_news` DESC LIMIT 4 [ RunTime:0.010671s ]
SHOW FULL COLUMNS FROM `tb_advisernews` [ RunTime:0.008510s ]
SELECT * FROM `tb_advisernews`,`tb_adviser` WHERE ( status=1 and userid=user_id and newsid=23184 ) ORDER BY LOCATE(position, '2145') asc LIMIT 1 [ RunTime:0.006326s ]
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select distinct cover,hot_cover,c.id,title,create_at,m_reading,school_id,video,c.type,create_at as time,c.level_limit,c.cate_id
from tb_article_content c,tb_major_information d,tb_information_count a
left join tb_univ_majorinfo_us b on a.major_id =b.id and a.school_id=b.univ_col_id
where d.information_id=a.id
and d.article_id=c.id
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select distinct cover,hot_cover,c.id,title,create_at,m_reading,school_id,video,c.type,create_at as time,c.level_limit,c.cate_id
from tb_article_content c,tb_major_information d,tb_information_count a
left join tb_univ_majorinfo_us b on a.major_id =b.id and a.school_id=b.univ_col_id
where d.information_id=a.id
and d.article_id=c.id
and d.information_id=a.id
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SHOW FULL COLUMNS FROM `tb_mianshi` [ RunTime:0.013339s ]
SELECT distinct
`id_mianshi`,`avatar`,content_mianshi AS content,c.apyear_cust AS year,`month_mianshi`,type_mianshi AS type,add_mianshi AS address,length_mianshi AS length,cinterviewer_mianshi count,join_time_mianshi AS jointime,`m`.`major_mianshi`,`m`.`cust_mianshi`,`show_mianshi`,`majrshow_mianshi`,`cust_mianshi`,`c`.`name_cust`,`lang_mianshi` FROM `tb_mianshi` `m` LEFT JOIN `tb_univ_majorinfo` `um` ON `m`.`major_mianshi`=`um`.`id` LEFT JOIN `tb_register` `r` ON `m`.`cust_mianshi`=r.uid and r.app=1 LEFT JOIN `tb_custom` `c` ON `c`.`id_cust`=`m`.`cust_mianshi` WHERE `show_mianshi` = 1 AND `majrshow_mianshi` <> 0 AND `major_mianshi` = 65753 AND `cust_mianshi` > 0 ORDER BY field(majrshow_mianshi,1,2),`join_time_mianshi` DESC [ RunTime:0.010584s ]
SHOW FULL COLUMNS FROM `tb_apply_ranking_ds` [ RunTime:0.007857s ]
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SHOW FULL COLUMNS FROM `tb_univ_monitored` [ RunTime:0.010988s ]
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SHOW FULL COLUMNS FROM `tb_handbook` [ RunTime:0.009520s ]
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