Python for Data Analysts
Load and clean data, perform exploratory data analysis (EDA) and segment analysis, and create Arabic-ready charts for reports.
Microsoft and Cisco Accredited • Advanced Level
Advanced Data Analytics & Business Intelligence Bootcamp
Tharaa Training Center’s advanced bootcamp takes you from creating reports to becoming a Data & BI Analyst who can solve complex business challenges, using Python and advanced SQL, developing production-grade Power BI reports, and delivering data products with Microsoft Fabric.
📊
Graduate with executive-level projects and an advanced portfolio.
Work on Saudi-market case studies covering BNPL risk, funnel analysis and CRO, basket analysis, and retention and churn. Deliver actionable insights and recommendations, prepare for PCAP, and gain access to an IBM training opportunity for top performers.
Have questions about prerequisites, projects, or certifications? Speak with a training advisor before enrolling.
IBMOpportunity for Top Performers
PCAPPython Certification Preparation
FabricEnd-to-End
4Executive Case Studies
What Will You Learn?
From Reporting to Executive Decisions
An advanced curriculum combining in-depth analysis, data modeling, executive reporting, and maintainable data products.
Advanced Analytical SQL
Use CTEs, window functions, cohorts, funnels, and basket analysis to derive KPIs.
Power BI Production
Star schemas, DAX, performance optimization, drillthrough, and measure documentation.
Microsoft Fabric
Lakehouses, pipelines, dataflows, Bronze/Silver/Gold architecture, and semantic models.
Practical Value
Deep Analysis That Leads to Actionable Decisions
The goal is not just to build a dashboard. Understand the problem, analyze its root causes, translate data into insights, and recommend clear actions with KPIs to measure impact.
1
Diagnose the Business Problem
Understand business context and identify the most important metrics and analytical questions.
2
Analyze in Depth
Use Python and SQL to derive KPIs and analyze segments and changes.
3
Build an Executive Report
Create production-grade Power BI reports with clear pages, drillthrough, and tooltips.
4
Recommend Actionable Steps
Turn findings into practical recommendations and metrics that track their impact.
Training Curriculum
Advanced-Level Modules
A hands-on, career-focused pathway from advanced analytics to a data product and an executive report.
01
Python for Data Analysts
- Import data from CSV files, Excel, and databases.
- Missing / Duplicates / Outliers.
- Analyze data distributions, relationships, and correlations.
02
Advanced Analytical SQL
- CTEs and window functions.
- Cohorts and retention analysis.
- SQL funnel analysis and basket analysis.
03
Power BI Production
- Star schemas and hands-on DAX.
- Optimize performance and data relationships.
- Executive views and drillthrough.
04
Microsoft Fabric
- Lakehouses and warehouses.
- Bronze / Silver / Gold.
- Dataflows, pipelines, and semantic models.
05
Case Studies for the Saudi Market
- BNPL Risk.
- Funnel / CRO.
- Basket analysis, retention, and churn.
06
Executive Portfolio
- Insights & Actions.
- Measure Dictionary.
- Power BI reports and notebooks.
BNPL Risk
Analyze days-past-due (DPD) buckets, vintage performance, and delinquency trends to propose actionable credit and collections policies.
Funnel / CRO
Analyze funnel drop-off by channel and device, and formulate practical conversion-rate optimization (CRO) recommendations.
Basket Analysis
Analyze top bundles, promotional impact, and cross-selling opportunities to increase average basket value.
Retention / Churn
Analyze cohorts and subscription health, then recommend actions to improve retention and growth.
Accreditations & Certificates
A TVTC certificate, certifications associated with Microsoft and Cisco, and PCAP preparation.
IBM Opportunity
An IBM training opportunity for top-performing learners, subject to the bootcamp’s assessment and excellence criteria.
Career Preparation
CV and LinkedIn optimization, interview preparation, and guidance on presenting your projects and portfolio professionally.
3 Months of Follow-up Support
Support during the bootcamp and after graduation to help with projects and career development.
What Will You Achieve by the End of the Bootcamp?
Build an advanced portfolio demonstrating your ability to analyze real business problems, create data products with Fabric, develop production-grade Power BI reports, and deliver measurable executive insights and actions.
Saudi Market Projects
Case Studies Reflecting Real Business Decisions
Each project begins with a business problem, explores its causes, and produces insights, actions, and KPIs to measure the impact.
BNPL Risk
Analyze credit risk, late payments, and proposed collections policies in a practical scenario.
Funnel / CRO
Identify drop-off points in the customer journey and recommend changes that increase conversion.
Basket & Cross-sell
Analyze baskets, offers, and bundles to increase average order value and identify cross-selling opportunities.
Retention / Churn
Analyze cohorts and subscription health to develop actionable retention and growth initiatives.
Training Approach & Follow-up Support
Advanced Learning Focused on Practical Results
The program emphasizes business cases and showcase-ready projects, with support to refine your deliverables and prepare them for your portfolio.
From Analysis to a Data Product
Python + SQL + Power BI + Fabric in One Track
Rather than completing isolated exercises, combine these tools in end-to-end scenarios that begin with data preparation and end with an executive report, measurable insights, and actions.
4 Case Studies
Executive-level projects based on realistic Saudi-market business scenarios.
Fabric End-to-End
Build a data product using a lakehouse, pipelines, and a semantic model.
Executive Portfolio
Reports, notebooks, a measure dictionary, and results to showcase in interviews.
3 Months of Follow-up Support
Post-graduation support for your projects and career development.
Bootcamp Instructors
Expertise That Connects Analytics to the Workplace
A training team experienced in data analytics, finance, business intelligence, and building executive-level solutions and reports.
Eng. Mostafa Nabieh
An educational consultant and trainer with over seven years of experience in data analytics and data engineering, who achieved second place in African AI competitions.
Eng. Afifi El Qady
A data analyst with over five years of experience in Saudi Arabia’s financial sector who holds the Chartered Financial Analyst (CFA) designation.
Dr. Mohamed Abdel Fattah
An expert in data analytics and business intelligence, holding a master’s degree and several local awards for innovative data solutions.
Bootcamp Enrollment
Advance Your Skills in Data Analytics & Business Intelligence
Designed for learners who have completed the fundamentals of data analytics and want to progress to more professional work with Python, SQL, Power BI, and Microsoft Fabric.
- Advanced curriculum beyond PL-300.
- Hands-on Python and analytical SQL.
- Production-grade Power BI.
- 4 executive case studies for the Saudi market.
- Microsoft Fabric and end-to-end data products.
- 3 months of follow-up support and an IBM opportunity for top performers.
Frequently Asked Questions
Before You Enroll
Quick answers about required experience, projects, certificates, and training opportunities.
For people with foundational knowledge of data analytics and Power BI who want advanced Python, SQL, Fabric, and executive-level projects.
Saudi-market projects covering BNPL risk, funnel analysis and CRO, basket analysis and cross-selling, plus retention and churn.
Yes. It covers CVs, LinkedIn, interview preparation, and professional presentation of your projects and portfolio.
Yes, for top performers who meet the bootcamp’s assessment and excellence criteria.
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Move from Building Reports to Driving Data-Informed Decisions
Advance your Python, SQL, Power BI, and Microsoft Fabric skills. Build executive projects that demonstrate your ability to solve real business problems.