Equip Your Team With Data Science & Machine Learning Skills.
Train your workforce with data analytics & machine learning skill to tackle big data – to solve business problems and uncover opportunities at your company.
A 3-Days Data Science Course
Deploying Data Science & Machine Learning with Python
Date: 8th, 9th & 10th October 2019
Time: 9AM – 5PM
Venue: Suntech, Bayan Baru, Penang.
Solve Problems, Uncover Potentials.
Your company produces tons of data – it’s time to make use of that, by equipping your team with data science skills, including big data analysis, programming & automation.
This 3-days intensive course will equip your team to be data-driven and capable in uncovering business potentials for your business organization.
Get to speed with job-ready skillsets.
Suitable for executives, data analysts or managers, this course will equip learners with data science & big data analytics skills that they can use at work – tomorrow.
Programming for data science.
Learn programming skills that the job market demands for.
Data Mining & Cleaning
How to collect, extract, query, clean, and aggregate data for analysis.
Exploratory Data Analysis
How to explore datasets using visual and statistical analysis.
Machine Learning
How to build machine learning models and implement algorithms.
Modeling, Validation & Problem Solving
Apply question, modeling, and validation problem-solving processes to datasets from various industries in order to provide insight into real-world problems and solutions.
Data Visualization and Story Telling
Create eye-catching visualization that helps to tell a story that communicates your findings.
Analysis To Presentation
Communicate findings, results and creating an effective presentation, even a non-tech layman understands. Then frame business questions from data science.
Big Data Analysis
Identify big data opportunities and articulate how cloud computing technologies are solving these challenges.
Designed for ambitious organizations.
The syllabus for the 3-days course has been specially crafted for organizations who want to go fast – and far.
Day 1 // Everything Data Science
Explore data science and learn real-world use cases in which businesses are making data work for them.
Then, understand methods to formulate business problems and deploy a data science framework that allows a seamless process of obtaining, cleaning and creating data models.
- Introduction to data science.
- Exploring industry big data use cases.
- Problem formulation and casting data science questions
- Understanding data types & features engineering.
- Applying the data science O.S.E.M.N framework.
- Handling data & deploying exploratory data analysis (EDA).
Day 2 // Programming with Python
In day 2, pick up Python, the most popular programming tool used by data scientists to analyze data and build machine learning models.
This includes learning to manipulate data with Python libraries to quicken the workload. Learners will also practice data science activities on real-world data sets.
- Understanding data structures and programming logic.
- Mastering Python programming.
- Data manipulation with PANDAS.
- Implementing Python libraries.
- Diving into machine learning.
- Tacking actual real-world data science problems.
Day 3 // Machine-learning ready
Fully dive into machine learning and learn advanced data and processing techniques including data wrangling, data compressions, and features engineering.
Learners will equip themselves with skillsets around regression and classification to build machine learning models that are capable of prediction.
- End-to-end lifecycle of a machine learning project.
- Data cleansing and wrangling techniques
- Dimension reduction and data compression.
- Features engineering and pre-processing for machine learning.
- Supervised learning using regression analysis.
The Instructor
Dr. Lau Cher Han
Chief data scientist, machine learning researcher, keynote speaker, and consultant in data science, machine learning and big data, Dr. Lau Cher Han is no stranger in the field of technology and industry 4.0.
His work & training involves major companies and government agencies, such as Standard Chartered, Shell, IBM, Intel & Jabil, to name a few – across Australia, Malaysia, other ASEAN countries.
As a member of the expert panelist in Malaysia Qualifications Agency (MQA), Dr. Lau provides accreditation to ensure the curriculum of universities meets the requirements and modern trend.
HRDF Claimable
LEAD by UCAN Technologies Sdn Bhd is a HRDF registered training provider. Course fees is claimable from HRDF.
Email us at chelsea@thelead.io for arrangements.
Earn A Certificate
Learners will receive a completion certificate signed by Dr. Lau Cher Han, upon completion of the 3-days course.
Trusted by over 100s of companies..
Inquire about this course.
Call us at 016-473 7281 or email reuben@thelead.io to make arrangements for your team.
Or drop us a message below and requst for a course brochure (PDF) now.