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Data Science 360 Your very first step
Lesson Content
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Setup Your Workspace
Python Data Science Ecosystem
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Announcements & Updates
Announcement & RSVP here
Monthly Live Meetups (recording)
17 Topics
Session 1 – Using machine learning to answer business questions (30th May 2020)
Session 2 – Data Science without Coding (13th June 2020)
Session 3 – Machine Learning Tools (27th June 2020)
Session 4 – Data Science Without Coding (10th October 2020)
Session 5 – How To Create A Data Science Portfolio (24th October 2020)
Session 6 – How To Build An Item Recommendation Engine (7th November 2020)
Session 7 – How To Take Your Data Science Project To Production With Python (21st November 2020)
Session 8 – Python for Data Science (5th December 2020)
Session 9 – Data Science and AI Landscape for 2021 (2nd January 2021)
Session 10 – Introduction to Neural Network (16th January 2021)
Session 11 – Social Media Analytics using Text Mining (30th January 2021)
Session 12 – Find Your Most Valuable Customers Using RFM (20th February 2021)
Session 13 – Introduction to Data Engineering (3rd April 2021)
Session 14 – Deployment of ML model using API (5th June 2021)
Session 15 – Data Storytelling (19th June 2021)
Session 16 – How To Analyze Sentiment Using NLTK & Build A Model (10th July 2021)
Session 17 – Introduction to Deep Learning (24th July 2021)
Let's Do It - Start Here
Course Material
Your very first step
2 Topics
Setup Your Workspace
Python Data Science Ecosystem
Course Content
Data Science Workflow
3 Topics
Formulating Data Science Questions
OSEMN Framework
Gathering and Cleaning Data
Taming the Data Science Snake
4 Topics
Introduction To Python
Introduction To Python (Cont)
Advanced Python Techniques
Advanced Python Techniques (Cont)
Database Design
2 Topics
Relational Database Design
Relational Database Design (cont)
Handling Text and Semi-Structured Data
2 Topics
Retrieve Data in MongoDB
Updating & Removing Documents
Web Scraping
NLP – Natural Language Processing
Text Mining and Information Retrieval
Unsupervised Learning
Extra guides & tools
🧰 Secret Vault
Physical Class Live Streaming
Physical Class Intakes (Year 2022)
12 Topics
July’22 – Day 1
July’22 – Day 2
July’22 – Day 3
July’22 – Day 4
May’22 – Day 1
May’22 – Day 2
May’22 – Day 3
May’22 – Day 4
Jan’22 – Day 1
Jan’22 – Day 2
Jan’22 – Day 3
Jan’22 – Day 4
Physical Class Intakes (Year 2021)
12 Topics
March’21 – Day 1
March’21 – Day 2
March’21 – Day 3
March’21 – Day 4
April’21 – Day 1 (27th March)
April’21 – Day 2 (28th March)
April’21 – Day 3
April’21 – Day 4
May ’21 Day 1 (Online)
May ’21 Day 2 (Online)
May ’21 Day 3 (Online)
May ’21 Day 4 (Online)
Physical Class Intakes (Year 2020)
39 Topics
Feb’20, Day 1 – Welcome To Data Science 360
Feb’20, Day 1 – Introduction To Python
Feb’20, Day 1 – Setup Your Workspace
Feb’20, Day 1 – Variables
Feb’20, Day 1 – Python Operations
Feb’20, Day 1 – Types of Brackets, Using Range, List
Feb’20, Day 1 – Exercise: String
Feb’20, Day 1 – Python Data Science Ecosystem
Feb’20, Day 1 – Case Study: HR Data Analytics
Feb’20, Day 2 – How did your model perform?
Feb’20, Day 2 – Databases
Feb’20, Day 2 – ETL Engine and Setup Google Cloud Platform
Feb’20, Day 2 – SQL
Feb’20, Day 2 – Build your own Dashboard
Feb’20, Day 3 – Cloud SDK
Feb’20, Day 3 – Human Resource Status Dashboard
Feb’20, Day 3 – What is Data Engineering? – Hafeez Nazri, Media Prima Digital
Feb’20, Day 3 – Visualization
Feb’20, Day 3 – Case Study- How To Predict Sales Using Social Media Advertisement Data?
Feb’20, Day 3 – Gathering Data
Feb’20, Day 4 – Firebase
Feb’20, Day 4 – Web Scraping
Feb’20, Day 4 – Natural Language Processing
April’20 – Day 1
April’20 – Day 2
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LEAD by UCAN Technologies Sdn Bhd (1207802-V). 2022.
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