In this training course, you'll go from beginner to extremely high-level and your instructor will build each algorithm with you step by step on screen. By the end of the course, you will have trained machine learning algorithms to classify flowers, predicting house prices, identify handwritings or digits, identify staff that is most likely to leave prematurely, detect cancer cells, and much more!
At the end of this course the participants will be able to:
Make use of train/test, K-fold, and Stratified K-fold cross-validation to select the correct model and predict model perform with unseen data
Use SVM for handwriting recognition, and classification problems in general
Use decision trees to predict staff attrition
Apply the association rule to retail shopping datasets
Make use of unsupervised Machine Learning (ML) algorithms such as Hierarchical clustering, k-means clustering, etc. to understand your data
Develop in Jupyter (IPython) notebook, Spyder, and various IDE
Communicate visually and effectively with Matplotlib and Seaborn
Engineer new features to improve algorithm predictions
Gain complete machine learning toolsets to tackle most real-world problems
Understand the various regression, classification, and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, pre-vision, recall, etc., and when to use them.
Combine multiple models by bagging, boosting, or stacking
Anyone willing and interested to learn machine learning algorithms with Python
Anyone who has a deep interest in the practical application of machine learning to real-world problems
Anyone wishes to move beyond the basics and develop an understanding of the whole range of machine learning algorithms
Any intermediate to advanced EXCEL users who is unable to work with large datasets
Anyone interested to present their findings in a professional and convincing manner
Anyone who wishes to start or transit into a career as a data scientist
Anyone who wants to apply machine learning to their domain
Because supervisory levels are the link between the executive and senior management levels, achieving the organization's objectives, increasing productivity and overall performance of the organization, affects the effectiveness and efficiency of supervisors' performance.
And because of the skills of supervisors in any organization in need of continuous development, and to acquire advanced tools and methods that reflect on the deepening of these skills and activate their role in motivating individuals working, and push them to commit to the goals of the organization.
You need this conference to learn about supervisory skills and advanced methods, to be able to play an effective and supervisory role in your organization.
Managing an office has become an increasingly sophisticated and complex job. The increased demand for speed and accuracy, knowledge of new technology, and an increasingly diverse workforce bring challenges and also opportunities for growth. This dynamic and in-depth course explores some of the more advanced skills which can help an office manager to work more confidently, creatively, and effectively.
As a supervisor, the success of your organization rests in your hands. This course provides you with the opportunity to develop highly effective and essential supervisory skills that will strengthen teamwork and organizational success. Also, this course will help you manage everyday operations with greater ease. Furthermore, it will help you leverage both your managerial and people skills to meet your new challenges as the 21st-century supervisor.
This course is designed for participants to introduce to key issues and themes in international development.
Participants will explore and engage in academic debates and discussions around a set of key factors that shape, influence, and constrain the development and prosperity of nations.
The course will explore a number of key themes in international development, including how questions of gender and generation shape the impact of poverty; how processes of globalization, migration, and violent conflict impact development; and how development and the environment are linked.
It also considers what exactly we mean by poverty, and how different ways of understanding poverty feed into different approaches to tackling it.
It will also consider development institutions: what are the key institutions in the architecture of international development? How do they differ, and what are the challenges and opportunities they present? Through this module, participants will gain a solid background in the various factors which shape current approaches to and debates on international development.
By introducing participants to a range of problems in economic development, we will look to analyze how economic theory and models can explain the lack of development in some nations. We will apply such theory to real-world economies to understand the nature of the problems they face and how effective policies can be in tackling the problems.
A five-day course on the practical aspects of piping and pipeline design, integrity, maintenance, and repair. The participants will obtain an in-depth understanding of the ASME B31 code rules and API standards, their technical basis, and practical application to field conditions.
Corporate/Public governance and risk management are critical There is increasing attention being paid to corporate governance and risk management in business schools and among legislators.