Data Science with Python
19 Weekends
Part-time
Python programming is the most scaleable programming language for beginners, plus, it is essential. Whether you have never programmed before or already know basic programming. This complete course goes over commercial uses of advanced Python for job seekers in Hong Kong. Our course is used by some of the top data scientists in HK today.
- Ace that interview with a complex understanding of Data Science and Python
- Be able to create Machine Learning Algorithms
- Apply new skills learned to real-life use cases
- Perform Linear and logistic regression
- Start coding in Python for face to face classes
Upcoming Class:
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19 Weeks, Every Sat 0930-1230
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Max 15 Students per class
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Lai Chi Kok
What you will learn
Python
Basic Python
Learn the basics of Python programming. Unlock your programming skills with the most popular data science language
Web Crawling
Learn modern data collection techniques to extract from web with Python
Data analytics
Become familiar with the industry standard database language – SQL
Data Structures
Learn how to write advanced code with Data Structure Master technical interview skills with intensive coding exercises
Databases
Learn to store, access, and manipulate huge amounts of data with Pandas and Numpy; Data exploration with Kaggle Dataset
BI Reporting
Build a Tableau dashboard – create full-fledged interactive visualizations
What you will learn
Machine Learning
Blackbox Machine Learning
Learn fundamental concepts behind machine learning, how it works, our end-to-end machine learning workflow, and how it is impacting in the business world
Supervised Learning
Build machine learning model based on Linear Regression with
(Logistic regression, SVM and KNN) and Classification concepts
Recognition Machine
Learn the concepts behind deep learning and create your own image recognition machine
Deep Learning
Use real life dataset to learn the NPL problems like Sentiment Analysis and Text Similarity
Supervised Learning, Pt.2
Understand the key model tuning techniques to solve key problemsin Decision tree, random forest and Xgboost
Unsupervised Learning
Learn how clustering and dimension reduction work with unsupervised learning algorithms, K-Means, DBscan and PCA
Instructors
Gawain Chin
â–ª Data Scientist with extensive project experience in leading enterprises across different sectors in HK, including Global Top Bank, Asia-Pacific Largest Insurance Company and a Fast-growing loyalty program.
â–ªSkilled in ML algorithms and Big Data strategy; MSc in Economics (Distinction) at the University of Warwick.
Anthony Lo
Award-Winning Data Scientist
â–ª MPhil at HKUST(Computer Engineering)
â–ª BEng Degree Electronic Engineering at HKUST
Wayne Yu
â–ª Data Scientist with proficient skills in data analysis, Python, AWS, SQL, etc.
â–ª Strong experience with project lead and data architectures building in leading enterprises in Hong Kong.
Course Curriculum
- Python Fundamentals
- First Application
- Data Structure
- Advanced exercises
- Web Crawling
- SQL
- Data Manipulation 1
- Data Manipulation 2
- BI Reporting
- Introduction to Data Science
- Machine Learning Fundamentals
- Supervised LearningÂ
- Model Optimization and Evaluation
- Ensemble Learning
- Natural Language Processing
- Image Recognition
- Unsupervised Learning
Career Support
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Venturenix LAB was founded with a vision of improving the IT job market by filling the talent pool. As a specialist in the IT job market, Venturenix LAB has the most updated information on what the market is expecting. We formulated a series of career support in our course to equip our students and prepare them for the technical job market.
Social Networking Event
CV & LinkedIn Workshop
Mock Interview
Interview Skills Workshop
1 on 1 Career Counseling
Alumni Network Referral
Social Networking Event
IT Talent Night 2021
Professional Career Coaching
Before you get a chance to showcase your technical skills, CV is always the secret weapon to get the entrance ticket of a good benefit dream job. Held by our experienced recruitment consultant, we will teach you how to rewrite your CV that would look best in front of IT line managers and HR. We will also share the secret of how HR, IT line managers and recruiters find candidates, the skills to make the best use of systems to increase your chances and the ways to get interview invitations passively!
Graduates Hired By
Graduates' Testimonial & Showcase
I would like say thank you to the tutors, Anthony and Gawain, who inspired me to start my journey in data science. This is not easy but I am confident to face the challenges ahead. Also, I would like to say thank you to Venturenix Lab staff, who provided support along the course. I hope I can learn more about the career support from the professionals.
Tony Lai
Data Science Graduate
Frequently Asked Questions
For more questions, check out our Frequently Asked Questions Page.
All Inclusive
Features
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19 Weeks, Every Sat 0930-1230
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Max 15 Students per class
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Lai Chi Kok
Installment Plan Available
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12 Month Installment Plan
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8% handling fee
