The 48 Hour Data Science Bootcamp
What Is The Bootcamp About?
Data science is the brains behind data analytics and any data-driven field. It's not a new field. It is a mix of Computer Science, Statistics, and Domain Knowledge. The shift in data paradigm today allow us to no longer need very complex algorithms. Instead, we need to know how to run analysis at scale.
In this 6-day Data Science Bootcamp, we provide an immersive training to help you transition into data-oriented careers.
During the course, students will learn how to solve real-world business and industry problems. You will learn the coding skills for Data Science, implement various industry standard algorithms on large datasets and learn to communicate the results through appealing visualizations.
Learn more on our website: http://thelead.io/48hour-data-science-bootcamp
What You Will Learn In This Course
- Programming for data science. Covering job-ready programming skills.
- How to collect, extract, query, clean, and aggregate data for analysis.
- How to perform visual and statistical analysis.
- How to frame a business question into data science problems.
- Scientific approaches to handle data science problems.
- How to build machine learning models and implement algorithms.
- Visualize data using different visualization.
- Communicate findings, results and creating an effective presentation, even a non-tech layman understands.
- Identify big data opportunities and articulate how cloud computing technologies are solving these challenges.
- Apply question, modeling, and validation problem-solving processes to datasets from various industries in order to provide insight into real-world problems and solutions.
May 19 - 20, 2018
May 26 - 27, 2018
Six Hatch Training Centre, PJ
Unit A211, Lobby 3, Block A, Damansara Intan
E-Business Park, 1, Jln SS 20/27, 47400, PJ, Malaysia.
Svofo Seminar Meeting Rooms
C-1-7 SUNWAY NEXIS, Jalan PJU 5/1, Kota Damansara,
47810 Petaling Jaya, Selangor
The Course Syllabus
A mix of Computer Science, Statistics, and Domain Knowledge - turning you into that data afficiendo, you have been dreaming of for the past 3 years.
The Data Science Workflow
- Data scientist workflow
- Problem Formulation
- Python refresher and advanced techniques
- R environment and ecosystem
- ETL process and Data cleansing
- Understanding Databases (Relational, Unstructured, NoSQL)
- Database design
- Working with different data sources
- (Excel, CSV, JSON)
- Database design and normalization
- Writing SQL scripts
Handling Text and Semi-structured Data
- Introduction to MongoDB
- Collecting data from Web with scraping and API
- Processing text using Natural Language Processing
- Mining and retrieving information from text
- Analyzing sentiment from text
Machine Learning & Artificial Intelligence
- Supervised Learning (Regression, Decision Tree)
- Unsupervised Learning (Clustering)
- Evaluating a Machine Learning Model
- Understanding Neural Network basics and A.I. applications
Visualization and Presentation
- Selecting the right visualization
- Data storytelling
- Building a data science portfolio
- Preparing to land a data scientist job.
Introduction to Big Data / Final Project
- Big Data Landscape
- Introduction to Hadoop ecosystem
- Data Science Project in Production
- Capstone Project
5 Reasons To Join This Bootcamp
Look at the striking difference between 48 Hour Data Science Bootcamp and the rest.
- Textbook trainers who teach out of a data science handbook. Some of these trainers are 'full-time' trainers and have barely any real-world experience.
- Trainers are focused on teaching academically, covering every technical expect.
- Practical training material are based on made up datasets.
- Gets you a certificate of completion.
- The Data Science Bootcamp is conducted by expert trainers who are also ACTUAL data scientists & data practitioners. You'll learn a lot from their experiences alone.
- Yes, the fundamental theory is important. But we focus on actual skill sets that are used in real-world applications.
- Pratical training only uses real-world datasets that actually exists.
- Gets you a certificate of completion, helps you build a working portfolio, practice, and get you ready to look for jobs, upon Bootcamp completion.
The 48 Hour Data Science Bootcamp
Is For You If...
- You are someone who is interested to become a data scientist in a smart & fast way - in just 6 weeks.
- You are sick of your current job or salary. You want to do something more exciting, bigger and comes with bigger salary.
- You are a data pratitioner who have gotten to as far as you could on your on. You need that extra 'push' into getting you to the next level.
- You have tried every online data science course there is and is tired of the conventional method most use to teach data science. They haven't work because it was too complicated and filled with too much theory.
Prefer to do a bank transfer?
Simply make a deposit to the account below and send a receipt to firstname.lastname@example.org
Bank: Hong Leong Bank
Name: UCAN Technologies Sdn Bhd
For more information, Click here.
If you have any questions or concerns about the course, call or email us.
We're happy to help
016 - 473 7281
Need support or have some questions?
Call: +6016 473 7281
9:00 AM - 5:00 PM MYT
- Svofo Seminar Meeting Rooms
Early Registration ~ Apr 20 3:00 AM RM2,599.00 Normal Registration RM2,899.00 Personal Mentoring ~ Apr 20 3:00 AM RM6,099.00
- Venue Address
- Jalan PJU 5/1, Kota Damansara, 47810 Petaling Jaya, Selangor, Malaysia Malaysia