With the knowledge you gain from this course, you can quickly develop Machine Learning solutions on Amazon Web Services (AWS).
You will be introduced to techniques for data exploration to help you find patterns, meaning, and value in your company data through hands-on laboratories and practical activities.
At the end of the course, participants will be able to:
Understand Machine Learning (ML) concepts
Prepare your data
Upload your dataset to Amazon SageMaker
Train, analyze, and tune an ML model
Analyze and publish your results
Anyone who needs to develop machine learning solutions to analyze data and wants to take use of Amazon's cloud-based data science platform.
Overview of key Machine Learning and Deep Learning concepts
Getting about in AWS
Overview of SageMaker features
Taking your first look at SageMaker studio
Identifying your data and articulating your problem
Format data for consistency
Cleaning and validating your data
Uploading to SageMaker
Clustering
Trend analysis
Finding other relationships between different types of data
Frequency tables
Cross-tabulation tables
Bar charts
Line graphs
Pie charts
Heat Maps
Scatter graphs
Creating a Training job
Assigning Compute resources
Selecting the right algorithm
Overview of using custom code (Python, TensorFlow)
SageMaker Hosting Services
Configuring and creating an HTTPS endpoint
Making inferences from your dataset
Indexing and real-time indices
Using Batch Transform to preprocess data to train a new model
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.