Mastering Data Science and Predictive Analytics Program For Managers and Team leads
The traditional approach to analyzing
data to support decisions and strategic initiatives at the strategic, business,
functional operations, teams, and individual levels in organizations is no
longer sufficient to drive sustainable performance. Highly successful
businesses leverage their data to better understand their people, process,
strategy, and customers and learn from the collective experiences of their
organizations to remain competitive. This course helps managers and team
leads master how to leverage data and data analytics to lead with strategic
insight.
Managers and their teams are faced
with the difficult task of finding insight into their organization’s data to
drive performance-enabling decisions. Data and the ability of managers to
leverage insight from it are now core competencies that frame success or failure
in decision-making and the selection of strategic options. Prognoz.ai’s program in Data Science
& Predictive Analytics for Business Professionals provides individuals with the
skills needed to effectively collect and manage Big Data and perform
data-driven discovery and prediction, extracting value and competitive
intelligence for their organizations. This course features
5-days in-person training and 3 live Zoom based boot camp-style project sessions
designed to improve mastery in small teams through real-life project-based live
online training and handholding sessions
Course Objectives: At
the core of firms driving effective strategy and high levels of corporate and workforce performance is data and
analytics powered by diagnostic, predictive, and prescriptive models that turn
their data into actionable insights. •This
course aims to equip you with the tools, techniques, and skills you will need to
lead with data in your organization. •You
will emerge as a competent data analytics capable professional. •You
will learn how companies successfully applied machine & deep learning to
diagnose, predict and prescribe performance options that foster corporate
performance. •You
will meet the experts and exchange knowledge with them!
What You Will Learn: Attendees
will leave with an understanding of the most popular algorithms, including
classical regression, decision trees, nearest neighbors, and neural networks,
as well as breakthrough ensemble methods such as bagging, boosting, and random
forests. This
workshop will also cover useful ways to visualize, select, reduce, and engineer
features – such as principal components and projection pursuit. Participants
will learn how the essential resampling techniques of cross-validation and
bootstrapping make your models robust and reliable. You
will also learn from stories of real-world applications, highlighting mistakes
to avoid. If you’d like to become a
practitioner of predictive analytics – or if you already are and would like to
hone your knowledge across methods and best practices – this workshop is for
you.
What you will learn: •The
tremendous value of learning from data •How
to create valuable predictive models with machine learning for your business •Best
Practices, with real-world stories of what happens when things go wrong
Who Should Attend: For corporate executives and team leads
who work with data in the following functions; Operations
| Service Quality Management| Human Resources | Finance & Accounting | Internal Audits & Quality Assurance | Strategy & Strategic Planning | Performance Management |Business
Process Management See Program Flier for details
