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Category: Data Analysis
Data Science and Machine Learning – Developer Certification

Data Science and Machine Learning – Developer Certification

The Data Science & Machine Learning Developer Certification program provides a comprehensive set of knowledge and skills in data science, machine learning, and deep learning.  This immersive training curriculum covers all the key technologies, techniques, principles and practices you need to play a key role on your data science development team, and to distinguish yourself professionally. Beginning with foundational principles and concepts used in data science and machine learning, this program moves progressively and rapidly to cover the foundational components at the core of machine learning. The program builds on the foundations and quickly moves into deep learning, along the way teaching you via lectures and interactive online labs.The training uses open-source tools — along with your developing judgment and intuition — to address actual business needs and real-world challenges. This program also covers the significant development of deep learning methods that enable state-of-the-art performance for many tasks, including image classification, time series (such as audio) classification and natural language processing. In this program, delegates gain hands-on deep learning experience. Delegates will learn by hands-on labs working tools including Python, Scikit-Learn, Keras, and Tensorflow.

The Data Science & Machine Learning Developer Certification program provides a comprehensive set of knowledge and skills in data science, machine learning, and deep learning.  This immersive training curriculum covers all the key technologies, techniques, principles and practices you need to play a key role on your data science development team, and to distinguish yourself professionally. Beginning with foundational principles and concepts used in data science and machine learning, this program moves progressively and rapidly to cover the foundational components at the core of machine learning. The program builds on the foundations and quickly moves into deep learning, along the way teaching you via lectures and interactive online labs.The training uses open-source tools — along with your developing judgment and intuition — to address actual business needs and real-world challenges. This program also covers the significant development of deep learning methods that enable state-of-the-art performance for many tasks, including image classification, time series (such as audio) classification and natural language processing. In this program, delegates gain hands-on deep learning experience. Delegates will learn by hands-on labs working tools including Python, Scikit-Learn, Keras, and Tensorflow.

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Product ID: OC-2024-C35U6
PowerBI Essentials

PowerBI Essentials

Create stunning interactive reports and share amazing insights! Power BI gives Excel users the power to extract data from multiple sources, link it together, perform calculations and create powerful visualisations. Power BI is an amazing cloud-based business analytics service provided by Microsoft that allows users to transform data into rich, interactive visual reports that present a 360-degree business view and improve business decision making. Power BI Desktop is a development platform from Microsoft that allows users to connect to a huge range of data sources, clean and transform messy data, create relationships between data sets, perform calculations and prepare stunning interactive reports. Power BI.com allows users to publish their interactive reports and share certain features of those reports with others. Reports published to PowerBI.com can be set to refresh automatically and can be interacted with online using any browser or mobile device.

Create stunning interactive reports and share amazing insights! Power BI gives Excel users the power to extract data from multiple sources, link it together, perform calculations and create powerful visualisations. Power BI is an amazing cloud-based business analytics service provided by Microsoft that allows users to transform data into rich, interactive visual reports that present a 360-degree business view and improve business decision making. Power BI Desktop is a development platform from Microsoft that allows users to connect to a huge range of data sources, clean and transform messy data, create relationships between data sets, perform calculations and prepare stunning interactive reports. Power BI.com allows users to publish their interactive reports and share certain features of those reports with others. Reports published to PowerBI.com can be set to refresh automatically and can be interacted with online using any browser or mobile device.

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Product ID: OC-2024-C1KRD
Getting Started with Pandas

Getting Started with Pandas

This Pandas course teaches us the fundamentals of data analysis. It shows how to load data, inspect it, deal with missing values, use statistical summaries, plot, pivot and more. This course contains 18 hours of materials, taught by Matt Harrison, a Python and Pandas expert and author. Following this course students will be able to leverage their skills with pandas to perform powerful data analysis, create plots, clean data, and prepare data for machine learning. Pandas is a powerful library, but it can be confusing. Fill in the knowledge gaps and understand how Pandas works under the covers. You will come out of this class grokking the syntax, and the best practices for creating beautiful Pandas code. We will also show how to use Jupyter and install additional packages.

This Pandas course teaches us the fundamentals of data analysis. It shows how to load data, inspect it, deal with missing values, use statistical summaries, plot, pivot and more. This course contains 18 hours of materials, taught by Matt Harrison, a Python and Pandas expert and author. Following this course students will be able to leverage their skills with pandas to perform powerful data analysis, create plots, clean data, and prepare data for machine learning. Pandas is a powerful library, but it can be confusing. Fill in the knowledge gaps and understand how Pandas works under the covers. You will come out of this class grokking the syntax, and the best practices for creating beautiful Pandas code. We will also show how to use Jupyter and install additional packages.

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Product ID: OC-2024-C1U8Y
Big Data Hadoop and Spark Developer in Amazon Elastic MapReduce

Big Data Hadoop and Spark Developer in Amazon Elastic MapReduce

The Big Data Hadoop and Spark developer course has been designed to provide in-depth knowledge of Big Data processing using Hadoop and Spark in the AWS Elastic Map Reduce (EMR) environment. The practical hands-on aspects of the course focus on Amazon Web Services (AWS) and Amazon Elastic MapReduce (EMR), where all demos take place.

The Big Data Hadoop and Spark developer course has been designed to provide in-depth knowledge of Big Data processing using Hadoop and Spark in the AWS Elastic Map Reduce (EMR) environment. The practical hands-on aspects of the course focus on Amazon Web Services (AWS) and Amazon Elastic MapReduce (EMR), where all demos take place.

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Product ID: OC-2024-C3XHP
Using Python and Excel for Investing in Stock

Using Python and Excel for Investing in Stock

Stock markets trading activity generates massive amounts of information daily. This course will show you how to use Excel and Python in tandem to pull stock data and related information, calculate returns and establish a portfolio management strategy, predict stock market trends and much more. You will learn the fundamentals of linear regression and how this applies to machine learning, and specifically how to use this with stock market information. With these tools in hand, the instructor will help you to use machine learning to build a linear regression model to predict stock markets, as well as apply deep learning techniques (including applying Recurrent Neural Networks and Keras) to shape and scale your data and your model.

Stock markets trading activity generates massive amounts of information daily. This course will show you how to use Excel and Python in tandem to pull stock data and related information, calculate returns and establish a portfolio management strategy, predict stock market trends and much more. You will learn the fundamentals of linear regression and how this applies to machine learning, and specifically how to use this with stock market information. With these tools in hand, the instructor will help you to use machine learning to build a linear regression model to predict stock markets, as well as apply deep learning techniques (including applying Recurrent Neural Networks and Keras) to shape and scale your data and your model.

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Product ID: OC-2024-C3RGE
Building Resilient TeamsNew

Building Resilient Teams

This course is designed to equip leaders, managers, HR professionals, and anyone interested in fostering team resilience with practical skills and insights derived from 30 years of experience and advanced academic knowledge. You’ll learn to transform challenges into opportunities by mastering effective communication, boosting emotional intelligence, and staying updated on the latest trends in team dynamics. With interactive lessons, engaging activities, and real-world examples, the course is accessible to all, regardless of background or experience level. By the end, you’ll be able to implement resilience-building strategies and apply communication techniques to strengthen and support your team effectively.

This course is designed to equip leaders, managers, HR professionals, and anyone interested in fostering team resilience with practical skills and insights derived from 30 years of experience and advanced academic knowledge. You’ll learn to transform challenges into opportunities by mastering effective communication, boosting emotional intelligence, and staying updated on the latest trends in team dynamics. With interactive lessons, engaging activities, and real-world examples, the course is accessible to all, regardless of background or experience level. By the end, you’ll be able to implement resilience-building strategies and apply communication techniques to strengthen and support your team effectively.

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Product ID: OC-2024-C1NVN
Building Trust: Ethics for AI-powered ChatbotsNew

Building Trust: Ethics for AI-powered Chatbots

Many organizations with websites are using chatbots to engage with customers.  While this strategy has proved profitable and efficient, there are ethical issues that can arise if users are unaware that their interaction is with an AI bot, and not a human.   This course will take the learner through the evolution of chatbots, so they are equipped with an appropriate sense of incremental improvements.  Next, the course will guide the learners to recognize the ethical implications of chatbot usage from the perspectives of bias, fairness, data privacy and consent.  Through a blend of theory, real-world examples, and opportunities for thought and reflection, learners will examine the AI-powered world in which we live and prepare for current and future ethical challenges they present.

Many organizations with websites are using chatbots to engage with customers.  While this strategy has proved profitable and efficient, there are ethical issues that can arise if users are unaware that their interaction is with an AI bot, and not a human.   This course will take the learner through the evolution of chatbots, so they are equipped with an appropriate sense of incremental improvements.  Next, the course will guide the learners to recognize the ethical implications of chatbot usage from the perspectives of bias, fairness, data privacy and consent.  Through a blend of theory, real-world examples, and opportunities for thought and reflection, learners will examine the AI-powered world in which we live and prepare for current and future ethical challenges they present.

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Product ID: OC-2024-C1Q3P
Creating EV Charging Hubs – Innovative DesignNew

Creating EV Charging Hubs – Innovative Design

Creating EV Charging Hubs - Innovative Infrastructure Design is a comprehensive course aimed at equipping learners with the knowledge and skills necessary to identify key design and implementation elements, of effective charging infrastructure for electric vehicles. As the world shifts towards sustainable transportation, the demand for efficient, accessible, and intelligent charging solutions is on the rise. This course addresses the critical need for well-designed charging infrastructure and explores the complexities involved in its planning, deployment, and integration with the electrical grid. The course also covers the various smart charging technologies, allowing you to evaluate more advanced methods to reach better operational efficiency. The course also discusses some emerging trends like wireless charging infrastructure and challenges in developing such high-power systems.

Creating EV Charging Hubs - Innovative Infrastructure Design is a comprehensive course aimed at equipping learners with the knowledge and skills necessary to identify key design and implementation elements, of effective charging infrastructure for electric vehicles. As the world shifts towards sustainable transportation, the demand for efficient, accessible, and intelligent charging solutions is on the rise. This course addresses the critical need for well-designed charging infrastructure and explores the complexities involved in its planning, deployment, and integration with the electrical grid. The course also covers the various smart charging technologies, allowing you to evaluate more advanced methods to reach better operational efficiency. The course also discusses some emerging trends like wireless charging infrastructure and challenges in developing such high-power systems.

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Product ID: OC-2024-C13RS
Creating a Healthy Culture: Addressing Workplace BullyingNew

Creating a Healthy Culture: Addressing Workplace Bullying

This course is designed for intermediate learners aiming to create a healthier work environment in their organizations. Throughout a series of engaging lessons, the course thoroughly explores the issue of workplace bullying and harassment. Learners will explore the consequences of workplace misconduct, learn strategies to combat it, and discover how to foster a culture of respect, providing them with practical tools for a harmonious workplace. The course enables students to navigate complex interpersonal relationships, helping them handle difficult conversations, resolve conflicts effectively, and build lasting connections. Using a mix of practical examples, theoretical frameworks, and expert insights, learners will enhance their communication skills and develop the ability to form genuine connections both personally and professionally. By the end of the course, learners will have a clear understanding of how workplace bullying and harassment can harm psychological, emotional, and overall business well-being. They will be equipped with the knowledge and skills to address such behaviors when they encounter them. Through a combination of theoretical frameworks and real-world examples, learners will not only gain awareness but also the capability to promote positive interactions in their professional spheres.

This course is designed for intermediate learners aiming to create a healthier work environment in their organizations. Throughout a series of engaging lessons, the course thoroughly explores the issue of workplace bullying and harassment. Learners will explore the consequences of workplace misconduct, learn strategies to combat it, and discover how to foster a culture of respect, providing them with practical tools for a harmonious workplace. The course enables students to navigate complex interpersonal relationships, helping them handle difficult conversations, resolve conflicts effectively, and build lasting connections. Using a mix of practical examples, theoretical frameworks, and expert insights, learners will enhance their communication skills and develop the ability to form genuine connections both personally and professionally. By the end of the course, learners will have a clear understanding of how workplace bullying and harassment can harm psychological, emotional, and overall business well-being. They will be equipped with the knowledge and skills to address such behaviors when they encounter them. Through a combination of theoretical frameworks and real-world examples, learners will not only gain awareness but also the capability to promote positive interactions in their professional spheres.    

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Product ID: OC-2023-D1XZG
Demystifying EV Batteries: Tech & ManagementNew

Demystifying EV Batteries: Tech & Management

In a world transitioning to sustainable transportation, understanding Electric Vehicle (EV) battery technology is paramount. This course is your gateway to uncovering the technology behind electric vehicle batteries, making you informed and empowered part of the electric mobility revolution. This is a foundational course that will cover a range of concepts and applications related to Electric Vehicle (EV) Batteries, such as: chemistry, capacity, energy, power, and cycle life. We will review Battery Management systems, including metrics and intelligent management techniques. The learners will also acquire knowledge related to performance optimization, charging and discharging methods, infrastructure, and factors affecting battery health. By the end of this course, you'll be able to identify key aspects of EV battery design, functionality and performance, including how to maximize battery life by implementing smart charging strategies. You'll gain the skills to identify and address common battery problems, enhancing vehicle reliability. Equipped with a deep understanding of EV batteries, you'll play a vital role in reducing our carbon footprint and shaping a greener future.

In a world transitioning to sustainable transportation, understanding Electric Vehicle (EV) battery technology is paramount. This course is your gateway to uncovering the technology behind electric vehicle batteries, making you informed and empowered part of the electric mobility revolution. This is a foundational course that will cover a range of concepts and applications related to Electric Vehicle (EV) Batteries, such as: chemistry, capacity, energy, power, and cycle life. We will review Battery Management systems, including metrics and intelligent management techniques. The learners will also acquire knowledge related to performance optimization, charging and discharging methods, infrastructure, and factors affecting battery health. By the end of this course, you'll be able to identify key aspects of EV battery design, functionality and performance, including how to maximize battery life by implementing smart charging strategies. You'll gain the skills to identify and address common battery problems, enhancing vehicle reliability. Equipped with a deep understanding of EV batteries, you'll play a vital role in reducing our carbon footprint and shaping a greener future.

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Product ID: OC-2024-A15CE