Advanced AI-driven Business Analytics using Python x Power BI (APBI)

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Fee is in Singapore Dollars (SGD)

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For Corporate / Batch Enrolment or Course Customization

An Advisor is available at WhatsApp. You can also email us at hello@casugol.com

ExcellentCASUGOL4.9★★★★★Erwin TalaueErwin Talaue ★★★★★ Interactive training with real case scenariosMark Joseph ZabalaMark Joseph Zabala ★★★★★ The SDTL course was concise, well‑organized, and highly practical. The templates and frameworks were straightforward yet impressively precise, making the concepts easy to understand and apply in real-world situations. It was also very helpful in strengthening a leader’s perspective on Digital Transformation. Overall, the program delivered strong value and offered an excellent balance of clarity, depth, and practicality.Jun De VicenteJun De Vicente ★★★★★ Ryan Paolo De La CruzRyan Paolo De La Cruz ★★★★★ Very helpful in my upskillingCamille GaudiCamille Gaudi ★★★★★ Very relevant and collaborative training.KieranKieran ★★★★★ Really great course - Dwayne is a fantastic facilitator and I can't wait to come back for another one!koen de witkoen de wit ★★★★★ I wanted to expand my horizon and open myself to a new way of thinking about digital transformation. It certainly more than overdeliveredDavid MouldDavid Mould ★★★★★ Peesa ChoomsawasdiPeesa Choomsawasdi ★★★★★ Enjoyed the class, insightful and pragmatic.Selva Subramanian SivanaiahSelva Subramanian Sivanaiah ★★★★★ Ahmad Tariq Ahmad ZiyadAhmad Tariq Ahmad Ziyad ★★★★★ Thanks Dwayne for teaching us the CASUGOL Digital Transformation Framework. After the class, it makes me can't wait to start to many potential area of improvements in my company internally and externally on our Digital Transformation journeyKuchaiKuchai ★★★★★ Very exciting course to be joined by others in AI era.Joel SebastianJoel Sebastian ★★★★★ Marshall Tommie LajawaiMarshall Tommie Lajawai ★★★★★ Great training experience!Auriel AnthonyAuriel Anthony ★★★★★ Thank you CASUGOL for coming all the way to Sabah, East Malaysia at Sabah Credit Corporation. Had amazing digital transformation training with CASUGOL!cordon scccordon scc ★★★★★ great learning experience and learn more about digital transformation. Also great speakerJeamron AratJeamron Arat ★★★★★ Attended CASUGOL's CDTP training and learned a lot about the Digital Transformation framework and core principles which can be applied on the job. Plenty of real-world examples and active discussion during the trainings.Kira ChanKira Chan ★★★★★ toni gasangtoni gasang ★★★★★ Innocelzever AbdonInnocelzever Abdon ★★★★★ I've enjoyed the whole 2-day training as Dwayne kept it light and fun while being an educator at the same time, it made my experience memorable and informativeJaphet MoralejaJaphet Moraleja ★★★★★ Ian Curt SarmientoIan Curt Sarmiento ★★★★★ Great way of sharing expertise and knowledge in small steps but big meaning change.Patricia Caldito-LimPatricia Caldito-Lim ★★★★★ Casugol provides a better understanding on how to leverage well on Artificial Intelligence. I've a learned a lot on a 1-day session. Thank you!Kavilashini AlagenthranKavilashini Alagenthran ★★★★★ Tiwi HarefaTiwi Harefa ★★★★★ Raihan Muhammad IqbalRaihan Muhammad Iqbal ★★★★★ vira agathavira agatha ★★★★★ It was really fun to follow the casugol training, the lessons were easy to understandHanna YunitaHanna Yunita ★★★★★ Nurianda WulandariNurianda Wulandari ★★★★★ Terimakasih untuk pembelajarannya selama ini, semoga ilmu yang di berikan bermanfaat bagi semua orgLiza SinagaLiza Sinaga ★★★★★ ryanlau terate22ryanlau terate22 ★★★★★ Anita Romauli SimamoraAnita Romauli Simamora ★★★★★ During this training, I gained a lot of valuable experience, both in terms of knowledge, skills, and work attitudes. The material presented is very relevant to the needs of the world of work, and is presented in an interactive and easy-to-understand manner.Wahyu SyaputraWahyu Syaputra ★★★★★ Saya sangat senang mengikuti materi pembelajaran seminar iniEcah HerlinaEcah Herlina ★★★★★ The class is very goodvioretta angelavioretta angela ★★★★★ stephaniestephanie ★★★★★ so fun experience!thanks to mr. DwayneElvisElvis ★★★★★ Victor OctarinoVictor Octarino ★★★★★ Valent GValent G ★★★★★ Glae DisyaGlae Disya ★★★★★ Nice place to learnNsalim batamNsalim batam ★★★★★ Myoui Aldo ChoMyoui Aldo Cho ★★★★★ Sundi CenturiaSundi Centuria ★★★★★ Andira NasaruddinAndira Nasaruddin ★★★★★ AurellAurell ★★★★★ Putri MayangPutri Mayang ★★★★★ The class was very enjoyable and the material was meaningfulReza Seri Rahayu SaputriReza Seri Rahayu Saputri ★★★★★ Febby aulya putriFebby aulya putri ★★★★★ Good Jobjs_loader
Course Benefits
  • Combine the Power of Python Programming and Power BI for Data Analytics
  • Global Recognition
  • Networking Opportunities
  • Career Advancement
  • Job Opportunities in the Digital Economy
  • Increase Earning Potential
  • Derive Valuable Insights and Make Better Decisions with Data

Pre-requisite

No pre-requisite. Suitable for everyone with and without prior technology experience.
 
Who Should Attend
 
Business Leaders, Directors, CEO, CTO, CSO, CISO, CIO, System Analyst, Technologist, System Engineer, IT Professionals, Consultants, Project Managers, Marketing and Sales Professionals, Business Process Outsourcing (BPO) Professionals, Anyone seeking to acquire advanced knowledge on Business Analytics, Python and Power BI.

Course Objective

    • Acquire the essential knowledge and technical skills on how data analytics can be used by organizations to enhance decision-making and uncover hidden data insights.

    • Learn the core components of Data Analytics, Data Preprocessing and Cleaning, Data Mining, Data Warehousing, and Visualization using Power BI, and Python Programming
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Course Overview

Enhance your Data Analytics prowess by combining Python with Power BI leveraging the strengths of both tools. Python, one of the most popular programming languages can be used for complex data analysis, statistical modeling, machine learning, and data preprocessing tasks. When used together with Power BI, a business analytics tool by Microsoft, it can create visually appealing and interactive dashboards and reports to effectively communicate the insights derived from Python analysis to stakeholders.

  • Duration: 3 Days / 24 Hours

  • Certification: Participants will receive a Certificate of Competency upon completing the course and passing the examination
Course Outline
  • Data Analytics Overview
  • Concepts of Data Analytics
  • Importance and Advantages of Data Analytics
  • Developing / Application of Data Analytics Strategies
  • Data Analytics Maturity Model
  • Understanding Descriptive, Predictive and Prescriptive Analytics
  • Different Application of Analytics Method
  • Concepts of Text Analytics and Web Analytics
  • Data / information architecture
  • ETL vs. ELT Architecture
  • What is Data Warehouse?
  • Business intelligence vs Data Analytics
  • Application of Analytics in an Organisation
  • Introduction to Python Programming
  • Setting up Python IDE and Programming Environment
  • Understanding Structure of Python Programming
  • Python Variables: Integer, Floats, Strings
  • Using of List vs. Dictionary
  • Operators and Loops: If-Else, For, While, Break, Continue
  • Understanding Modules in Python
  • Popular Python Libraries for Data Analytics (NumPy, Pandas, MatPlotLib, Seaborn)
  • Data Pre-processing, Data Cleaning, and Data Engineering
  • Data Visualization using Python Programming
  • Fundamentals of Data Mining
  • Objectives of Data Mining
  • Key aspects of Data Mining
  • Concepts of Knowledge Discovery in Databases (KDD)
  • Models in Data Mining
  • Data Mining Model vs Statistical Model
  • Data Mining Processes
  • Different Data Mining Techniques
  • Data Classification
  • Clustering Analysis
  • Regression Analysis
  • Association Rules
  • Outliers Analysis
  • Sequential Patterns
  • Predictive Analytics
  • Data Visualization and Data Exploration
  • Comparison Plots (Line Chart, Bar Chart, Radar Chart)
  • Relation Plots (Scatter Plot, Bubble Plot, Correlogram, Heatmap)
  • Composition Plots (Pie Chart, Stacked Bar Chart, Stacked Area Chart)
  • Distribution Plots (Histogram, Density Plot, Box Plot, Violin Plot)
  • Geo Plots (Dot Map, Choropleth Map, Connection Map)
  • Enhancement of Visualization
  • Deep Dive into Matplotlib in Python
  • Essential Matplotlib Components for Plotting
  • Basic Plots, Layouts, Images, and Mathematical Expressions using Matplotlib
  • Introduction to Seaborn in Python
  • Kernel Density Estimation, Bivariate Distribution, Pairwise Relationships
  • Multi-plots, Regression Plots, Squarify, and Geospatial Plotting using Seaborn
  • Setup Python integration within Power BI Desktop
  • Using Python Scripts within Power Query for Data Transformation
  • Integrating Python Visualizations into Power BI reports
  • Python-based Machine Learning Models e.g. scikit-learn or TensorFlow, Power BI
  • Passing parameters from Power BI to Python scripts
  • Power BI Slicers and Filters with Python
  • Performance Optimization of Power BI Report
  • Real-time Data Analysis

This course involves extensive practical/hands-on exercises, rigorous usage of real-time case studies, role-playing and group discussion

Examination

Upon completion of the course, participants are required to attempt an examination. This exam tests a candidate’s knowledge and skills related to Digital Transformation, based on the syllabus covered.

Participants are expected to score a minimum of 70% to pass the examination

Happening At CASUGOL

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Why CASUGOL
  • International Certification Body with over 120,000 Learners worldwide
  • Global Recognition
  • Developed Based on the Latest Industry Trends and Best Practices
  • Gain Access to Real-World Insights From Experts
  • Apply Your Learning Through Assigned Projects
  • 80% Hands-On / 20% Theory
Be Recognized

Add Value to your prolific portfolio a Certificate of Competency from CASUGOL.
 

All certificates issued by CASUGOL are to individuals who have successfully completed CASUGOL Certification Programs / Executive Workshops and have fulfilled all requirements by demonstrating proficiency in applying the knowledge and skills acquired.
 

Click Here to Verify Certificate

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Frequently Asked Questions (FAQ)

Enrolment Process

Each course / event has its own set of pre-requisite. Kindly review the Pre-requisites prior to enrolment.
 
To enrol, you’ll need to Select Your Preferred Batch Above, Add to Cart and Check Out.
 
For corporate, batch enrolment or any specific requirements, do Chat with our Education Officer or Email: hello@casugol.com.

Payment is due immediately upon checkout or upon receipt of the invoice. We accept payment by bank wire transfer, or credit card (Visa, MasterCard).

Enrolment is confirmed only when payment is made and cleared usually within 1 to 3 working days.
 
You can Chat with our Education Officer or Email: hello@casugol.com us to check your enrolment status.

Approximately one weeks prior to the start of the course / event, you will receive an email containing preliminary information and instructions where you can access a detailed schedule.

Payment, Cancellation, and Deferral

For Face-to-Face and Online Zoom- Live, the course fee includes training fees, course material, examination and certification.

Payment is due immediately upon checkout or upon receipt of the invoice. We accept payment by bank wire transfer, or credit card (Visa, MasterCard).

CASUGOL reserve the right to correct errors or omissions without prior notice.
 
We also reserve the right to cancel, discontinue, reschedule, delay, change instructors, or change the mode of delivery with insufficient enrollment and/or any unforeseen circumstances e.g. natural disaster, covid-19, etc...
 
Under such circumstances, CASUGOL will provide an alternative schedule within 48-Hours and there will be NO refund provided.

We also reserve the right to cancel, discontinue, reschedule, delay, change instructors, or change the mode of delivery with insufficient enrollment and/or any unforeseen circumstances e.g. natural disaster, covid-19, etc...
 
Under such circumstances, CASUGOL will provide an alternative schedule within 48-Hours and there will be NO refund provided.
 
You are strongly encouraged to attend the Online Zoom - Session when you return to your home country.
 
For any alternative arrangements or specific requirements, do Chat with our Education Officer or Email: hello@casugol.com.

All withdrawal request must be submitted in writing within 24 hours upon completing the enrolment, before the receipt of the invoice and making of payment. CASUGOL expressly reserves the right to refuse any request for refund for any reason. CASUGOL has no obligation to issue a refund after the grace period of 24 hours.

An Advisor is available at WhatsApp.
You can also email us at hello@casugol.com

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