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“of companies report critical Data Analytics shortages.”
— Gartner
“of companies report critical Data Analytics shortages.”
— Gartner
of tech leaders say MLOps is a top strategic priority through 2025.”
— Gartner
“Data Engineering roles ballooned 40% year-over-year in 2023.”
— IDC
“By 2026, over 80% of data-driven initiatives will fail without sufficient data engineering resources.”
— Gartner
“Only 27% of organizations have mature MLOps capabilities in place.”
— McKinsey & Company, State of AI 2023
“Companies with strong data cultures are 23x more likely to acquire new customers and 6x more likely to retain them.”
— Forrester Research
“Demand for data analysts and AI engineers grew 2x faster than all other tech roles in 2023.”
— LinkedIn Workforce Report
“of executives say their organizations are struggling to make data accessible and actionable.”
— Accenture, Data Paradox Report
“of organizations cite the lack of analytics skills as their top hiring challenge.”
— MIT Sloan Management Review
“Global spend on data and analytics training is expected to hit $19.8 billion by 2026.”
— Statista
“of companies report critical Data Analytics shortages.”
— Gartner
“of companies report critical Data Analytics shortages.”
— Gartner
of tech leaders say MLOps is a top strategic priority through 2025.”
— Gartner
“Data Engineering roles ballooned 40% year-over-year in 2023.”
— IDC
“By 2026, over 80% of data-driven initiatives will fail without sufficient data engineering resources.”
— Gartner
“Only 27% of organizations have mature MLOps capabilities in place.”
— McKinsey & Company, State of AI 2023
“Companies with strong data cultures are 23x more likely to acquire new customers and 6x more likely to retain them.”
— Forrester Research
“Demand for data analysts and AI engineers grew 2x faster than all other tech roles in 2023.”
— LinkedIn Workforce Report
“of executives say their organizations are struggling to make data accessible and actionable.”
— Accenture, Data Paradox Report
“of organizations cite the lack of analytics skills as their top hiring challenge.”
— MIT Sloan Management Review
“Global spend on data and analytics training is expected to hit $19.8 billion by 2026.”
— Statista
“I’ve only completed 3 modules and already feel 10x more confident using SQL and Power BI. The hands-on projects are exactly what I needed to bridge the gap between theory and practice.”
Vickie SchalkeBusiness Analyst
“Honestly, I didn’t expect to gain this much in just a few weeks. The walkthroughs on ML Ops workflows alone are worth the price. The mentorship and Slack support have kept me accountable every step of the way.”
Shaun Brebo, Cloud Data Engineer
“The pace is perfect — structured but flexible. I’m applying the data engineering concepts from Week 2 directly into my job already. It’s like finally understanding the ‘why’ behind my daily tasks.”
Steven Shaw Junior Data Engineer
“Reviewing this course, the mix of tools, real-world scenarios, and interview prep is the complete pack for every MLOps and Data Engineer.”
Frank FebiriML Specialist
“I joined just to ‘brush up’ on analytics but ended up learning way more — from version control to deploying models. It’s practical, challenging, and taught with care. No fluff — just gold.”
Joshua HumphreyOperations Manager
“Master the art of data storytelling—explore advanced EDA, precision cleaning, and dynamic visualizations to transform raw numbers into compelling, actionable dashboards.”
Upcoming cohort
Starts September 15th
US, UK & Global
“Build rock-solid, scalable data architectures—learn real-time ETL, data lake orchestration, and high-performance batch processing to power enterprise-grade analytics.”
Upcoming cohort
starts September 15th
US, UK & GLobal
Learn More
“Operationalize intelligence at scale—discover end-to-end model development, containerized CI/CD pipelines, and proactive monitoring to deliver reliable, production-ready AI services.”
Upcoming cohort
starts September 15th
US, UK & Global
Learn More
“Master the art of data storytelling—explore advanced EDA, precision cleaning, and dynamic visualizations to transform raw numbers into compelling, actionable dashboards.”
Upcoming cohort
Starts September 15th
US, UK & Global
“Build rock-solid, scalable data architectures—learn real-time ETL, data lake orchestration, and high-performance batch processing to power enterprise-grade analytics.”
Upcoming cohort
starts September 15th
US, UK & GLobal
Learn More
“Operationalize intelligence at scale—discover end-to-end model development, containerized CI/CD pipelines, and proactive monitoring to deliver reliable, production-ready AI services.”
Upcoming cohort
starts September 15th
US, UK & Global
Learn More
STATISTICS
Our curriculum is co-developed with top tech and academic partners worldwide.







Diffusion efficiency of innovation among EU member states: a data envelopment analysis.
Dr. Henry Junior Anderson
The influence of public support on university-industry-government collaboration: the case of the Czech Republic, Slovakia, Hungary and Romania
Dr. Henry Junior Anderson
The influence of public support on university-industry-government collaboration: the case of the Czech Republic, Slovakia, Hungary and Romania
Dr. Henry Junior Anderson
Consultants and firm-level innovation performances: a doubly robust estimation approach
Dr. Henry Junior Anderson
Analysing higher educational institutions’ role in fulfilling their third mission
Dr. Henry Junior Anderson
Efficiency of intellectual capital generation: a DEA analysis of selected EU regions
Dr. Henry Junior Anderson
Exploring the link between green manufacturing, operational competitiveness, firm reputation and sustainable performance dimensions: a mediated approach
Bright Frimpong
The Effects of Data Breaches on Public Companies: A Mirage or Reality?
Bright Frimpong
Impact of campaign bundling on the success of donation-based crowdfunding
Bright Frimpong
Learn More
Harambee as a decolonial digital fundraising approach Bright Frimpong
Learn More
Take my word for it! The role of projected certainty signaling and certainty alignment in reward crowdfunding outcomes
Bright Frimpong
Diffusion efficiency of innovation among EU member states: a data envelopment analysis.
Dr. Henry Junior Anderson
The influence of public support on university-industry-government collaboration: the case of the Czech Republic, Slovakia, Hungary and Romania
Dr. Henry Junior Anderson
The influence of public support on university-industry-government collaboration: the case of the Czech Republic, Slovakia, Hungary and Romania
Dr. Henry Junior Anderson
Consultants and firm-level innovation performances: a doubly robust estimation approach
Dr. Henry Junior Anderson
Analysing higher educational institutions’ role in fulfilling their third mission
Dr. Henry Junior Anderson
Efficiency of intellectual capital generation: a DEA analysis of selected EU regions
Dr. Henry Junior Anderson
Exploring the link between green manufacturing, operational competitiveness, firm reputation and sustainable performance dimensions: a mediated approach
Bright Frimpong
The Effects of Data Breaches on Public Companies: A Mirage or Reality?
Bright Frimpong
Impact of campaign bundling on the success of donation-based crowdfunding
Bright Frimpong
Learn More
Harambee as a decolonial digital fundraising approach Bright Frimpong
Learn More
Take my word for it! The role of projected certainty signaling and certainty alignment in reward crowdfunding outcomes
Bright Frimpong
Specialises in Data Science & MLOps, United Kingdom based. Consulted multiple Fortune 100 and FTSE 100 comps including Oracle and the European Central Bank and NCR Atleos.
Multiple Awards including HICS and Dean’s Award, Hundreds of Citations, Specialises in Information Technology, Stats & Analytics, Washington And Lee University, Virginia, United States