What will i learn?
- Understand why Data Science is a must for data driven businesses.
- Learn statistical principles and tests used in measuring the performance of prediction model
- Familiarize with secured cloud based Python environment for state-of-the-art Data Analytics browser.
- Perform data cleansing on numerical and categorical data using Pandas, Scikit-Learn, Jupyter Notebook, Plotly Dash and other supporting tools.
- Learn Machine Learning algorithms that give the most accurate and reliable model for prediction and insight extraction
- Experience extensive parameter optimization to improve model accuracy.
- Perform data preparation in desktop Python environment and using BizzInsight Click-ML Technology
- Use BizzInsight Click-ML to visualise data, train model, predict sample and extract insights.
- Optimize model parameters through interactive browser.
Curriculum for this course
7 Lessons
00:00:00 Hours
BABizzInsight - Module 0 : Program Overview
1 Lessons
00:00:00 Hours
- BABizzInsight - Module 0 : Program Overview
BABizzInsight - Module 1 : Essentials of Data Science
1 Lessons
00:00:00 Hours
- BABizzInsight - Module 1 : Essentials of Data Science
BABizzInsight - Module 2 : Data Analytics with Python
1 Lessons
00:00:00 Hours
- BABizzInsight - Module 2 : Data Analytics with Python
BABizzInsight - Module 3 : Data Preparation
1 Lessons
00:00:00 Hours
- BABizzInsight - Module 3 : Data Preparation
BABizzInsight - Module 4 : Click-ML Technology
1 Lessons
00:00:00 Hours
- BABizzInsight - Module 4 : Click-ML Technology
Mini Project
1 Lessons
00:00:00 Hours
- Mini Project
Evaluation
1 Lessons
00:00:00 Hours
- Evaluation
Requirements
- Prerequisites: Basic Statistics, Basic Programming
- Technical Requirements: OS = Window 10 (64bit)
- Technical Requirements: OS = RAM (2G or above)
- Technical Requirements: OS = RAM = Internet Connection
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Description
PROGRAM
WHY DATA ANALYTICS SKILL
ESSENTIAL FOR BUSINESS
- The power of computing and cloud services enable most organizations to produce vast amount of data.
- Managers simply do not know how they can turn data into strategic information that help make key business decisions.
- Most business data can be modelled and converted into information and as a result, be able to provide actionable insights.
Synopsis
Insight from good visualization is the best means to grow and transform business. Data visualization is becoming more critical in communicating business strategy from complex datasets. In this program, participants will experience data analysis and visualization using real and illustrative datasets.
This course introduces participants with Essential Data Analytics Skill to visualize to make decision on problem solving. They are expose to essential knowledge, tools, strategic datasets, and projects to create data-driven values. In addition, project management skills focusing on the essence good project methodology from leading institutions including’s collections of leading practices will also be presented.
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Mon, 11-Sep-2023Batrisya AhziriGood and happy learning
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