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6月 27 - 8月 3, 2022
HK$9,750 以上
6週, 兼讀制
在為期6週的半日制機械學習和數據科學課程中,您將學習如何分析及操作數據的常用算法和技術,實現機器學習的概念和工具。您將學習使用Python和Jupyter筆記本等工具,使您能夠獲取大量原始數據集並提取有價值的見解和數據可視化,從而將數據變為現實。
作為Xccelerate Artificial Intelligence 課程之一,機械學習和數據科學課程將助您掌握操作數據、機器學習技能及獲得實踐經驗。在課程的結尾,您將透過完成最終項目以實踐課程中獲取的知識,並且獲得專業認可的課程證書,為data scientist 入行前做好準備。
Course schedule - Monday to Friday
Daily lectures on course material
Weekly face-to-face tutorials
Co working space available
Offline mentor support (5 days a week)
Campus hot desk available to all students
Access anytime or anywhere
Access to all recordings in case you miss a lecture
Online support from mentors
單元 1
數據科學中的Python
• 數據科學的基礎知識
• Python的應用統計, NumPy&SciPy
單元 2
數據清理和可視化(Data Cleaning & Visualisation)
• Pandas簡介
• 如何使用Matplotlib來可視化您的數據
單元 3
項目週 - 分析實際數據集
• 準備項目
• 介紹項目
單元 4
機器學習理論
• 機器學習的基礎知識
• 有監督和無監督的機器學習算法
單元 5
機器學習理論
• 迴歸及分類 (Regressions & Classifications)
• K-Means 集群分析 (Clustering)、決策樹 (Decision Trees) 及資訊熵 (Entropy)
單元 6
項目週 - 分析實際數據集
• 準備項目
• 介紹項目
12月 7 - 1月 13, 2022
Tue & Thu, 7:30pm-9:30pm
已停止接受報名
100%
已報讀
2月 8 - 3月 17, 2022
Tue & Thu, 7:30pm-9:30pm
已停止接受報名
100%
已報讀
5月 10 - 6月 16, 2022
Tue & Thur, 7:30PM - 9:30PM
已停止接受報名
100%
已報讀
6月 27 - 8月 3, 2022
Mon&Wed, 7:30pm-9:30pm
將於30日15:04:27後開課
40%
已報讀
Ravi Murugesan
數據科學講師
Reshma Punjabi
Data Science and Machine Learning Instructor
How is Xccelerate different from the other institutes?
Xccelerate was founded to address the main concerns that our students found lacking in traditional offline and even online learning environments. What you will find with us that does not come standard with a majority of other options is: - Our dedication to practical hands-on training environments that keep you accountable to your own success but also provide access to a modern curriculum with the aid of expert instructors. - For our immersive programs, we provide an in-house career support team as opposed to many other institutes where you are left to fend for yourself. Your job search progress will be closely followed up by our career consultants throughout the duration of the immersive program and even after graduation. - Our career team organizes various career events, e.g. networking evenings, guest sharing, workshops, etc. With such a commitment, we have achieved 91% successful hiring rate in the previous cohorts. Your success is our success! - Access to an always growing tech community. All Xccelerate students are invited to join our exclusive learning community, which is a platform of sharing and receiving news related to tech, such as the latest tech inventions, tech-talent roles openings, etc, allowing alumni and all stakeholders to discuss.
I do not have any tech background, are these courses suitable for me?
Our bootcamp programs are completely immersive. We teach from zero and expect you to have job-ready skills after the course. While it is not fully required to have pre-existing hard tech skills before the course, we highly recommend completing pre-course prep work that will be assigned before the course begins to best set you up to succeed.\n\nThe immersive courses are engineered to produce the best possible outcomes within 16 weeks, therefore students should fully understand the commitment and work ethic required to complete the program.
I am not sure which full-time and/or part-time courses I should take, is there a way to erase my concern?
You can schedule a free course consultation with us by emailing admissions@xccelerate.co where we will address your current career situation as well as your desired outcomes to help point you in the right direction.
Are there any trial classes for me to have a basic understanding of the courses?
We do not offer trial classes at the moment as it turns out to be quite distracting for current students and instructors, but we recommend you to schedule a campus tour with our Admissions Manager at +852 68838583. You can observe the class and talk to our instructors if necessary to learn more about the course.
How many students in each section of the courses? Would it be possible that the instructors might not be able to take care of all the students?
There are usually 15-20 students within each full time immersive course. In terms of in-house support offered by Xccelerate, our instructors are constantly available through dedicated channels that we have so that students can be walked through the course on a step by step level.
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常見問題
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2022 香港最大型職業轉換企劃
地址
天后威非路道18號萬國寶通中心3樓 炮台山地鐵站: A出口步行5分鐘天后地鐵站: A2出口步行5分鐘
10 Ubi Crescent, #05-42 Ubi Techpark, Singapore 408564