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6月 27 - 8月 3, 2022

HK$9,750 以上

數據科學和機器學習

6週, 兼讀制

6月 27 - 8月 3, 2022

Mon&Wed, 7:30pm-9:30pm

教學語言: English

遠程學習

通過直播隨時隨地參與課堂

HK$ 9,750

or 12 payments of

HK$813

over 12 months with

or 3 payments of

HK$3,250

over 3 months with


將於30日15:04:27後開課

40%

已報讀

課程概要

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 Delivery

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

課程計劃

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

課程時間表

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

上課日期或時間不適合您?


導師和支援團隊

Ravi Murugesan

數據科學講師

Reshma Punjabi

Data Science and Machine Learning Instructor

學習模式

遠程學習

HK$ 9,750

課堂

可選擇線上上課

以行業為中心的項目

個人

小組

課程內容

課程期間無限次重溫

課堂錄影

提供24/7線上分組討論室與同學合作及實踐項目

6月 27 - 8月 3, 2022

Mon&Wed, 7:30pm-9:30pm

教學語言: English

遠程學習

通過直播隨時隨地參與課堂

HK$ 9,750

or 12 payments of

HK$813

over 12 months with

or 3 payments of

HK$3,250

over 3 months with


將於30日15:04:27後開課

40%

已報讀

Frequently Asked Questions

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.

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.

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.

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.

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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