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Category: Machine LearningCategory: Data Science
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
Agile Leadership for Distributed TeamsNew

Agile Leadership for Distributed Teams

Agile frameworks have become a dominant way of working because of their proven success in delivering value and fostering engaged, robust teams.  As remote work becomes increasingly common, the challenges of managing distributed teams also grow. Agile leadership provides a flexible, collaborative framework for overcoming these challenges and driving team success. This short course is divided into three parts, each focusing on a key aspect of agile leadership in the context of distributed teams. Within each part, we delve into three specific topics to provide participants with actionable strategies and insights.

Agile frameworks have become a dominant way of working because of their proven success in delivering value and fostering engaged, robust teams.  As remote work becomes increasingly common, the challenges of managing distributed teams also grow. Agile leadership provides a flexible, collaborative framework for overcoming these challenges and driving team success. This short course is divided into three parts, each focusing on a key aspect of agile leadership in the context of distributed teams. Within each part, we delve into three specific topics to provide participants with actionable strategies and insights.    

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Product ID: OC-2024-C1A2P
Advanced Data Analysis and Collaboration with Qlik SenseNew

Advanced Data Analysis and Collaboration with Qlik Sense

This course is an advanced level course designed for learners who want to use Qlik Sense to perform sophisticated data analytics, build dashboards, and communicate full reports and stories from their data. These advanced concepts include more than just visualization features such as dynamic filtering and conditional formatting, but more so data functionality such as advanced expressions, drilldowns, leads, lags, and more. This is important as these skills are directly required when creating sophisticated business analyses and dashboards.   This course demonstrates the advanced functionalities of Qlik Sense. The course starts with advanced data analysis techniques, including both strict analysis like calculated fields, set analysis, etc. It then goes through advanced visualization and dashboard functionality, like dynamic filters, drilldowns, lags, leads, and more. Finally, the course demonstrates how to collaborate with other people, through sharing, bookmarking, and embedding dashboards and reports.  "Advanced Data Analysis and Collaboration with Qlik Sense" is the third and final course in our series, building upon the foundations laid in "Data Ingestion, Exploration, and Visualization with Qlik Sense" and "Introduction to Data Visualization with Qlik Sense." Together, these courses provide a comprehensive skill set for leveraging Qlik Sense as a powerful tool for data analytics, empowering you to analyze data effectively, create impactful visualizations, and generate valuable insights for a wide range of business purposes, from performance tracking to decision-making and beyond.

This course is an advanced level course designed for learners who want to use Qlik Sense to perform sophisticated data analytics, build dashboards, and communicate full reports and stories from their data. These advanced concepts include more than just visualization features such as dynamic filtering and conditional formatting, but more so data functionality such as advanced expressions, drilldowns, leads, lags, and more. This is important as these skills are directly required when creating sophisticated business analyses and dashboards.   This course demonstrates the advanced functionalities of Qlik Sense. The course starts with advanced data analysis techniques, including both strict analysis like calculated fields, set analysis, etc. It then goes through advanced visualization and dashboard functionality, like dynamic filters, drilldowns, lags, leads, and more. Finally, the course demonstrates how to collaborate with other people, through sharing, bookmarking, and embedding dashboards and reports.  "Advanced Data Analysis and Collaboration with Qlik Sense" is the third and final course in our series, building upon the foundations laid in "Data Ingestion, Exploration, and Visualization with Qlik Sense" and "Introduction to Data Visualization with Qlik Sense." Together, these courses provide a comprehensive skill set for leveraging Qlik Sense as a powerful tool for data analytics, empowering you to analyze data effectively, create impactful visualizations, and generate valuable insights for a wide range of business purposes, from performance tracking to decision-making and beyond.

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Product ID: OC-2024-C1AB5
Automated Report Generation with Generative AINew

Automated Report Generation with Generative AI

In today's data-driven world, the ability to generate reports efficiently is a valuable skill for professionals across various industries. This course introduces beginners to the world of automated report generation using AI-powered tools and techniques. You will learn how to leverage the capabilities of artificial intelligence to streamline the reporting process, save time, and improve data accuracy.  By the end of this course, you will not only grasp foundational concepts but also have the skills to streamline your personal and professional life; whether it's tracking and reporting on your personal finances, health and wellness, home energy efficiency, or implementing automated reporting solutions for your company's sales or marketing, saving valuable time and resources while improving data accuracy and decision-making. Moreover, you'll have the knowledge and confidence to explore automation opportunities within your workplace, making you an asset in the era of digital transformation.   Upon completing this course, learners will have the ability to utilize AI-driven tools to generate automated reports, thereby improving productivity and data accuracy in their respective fields.

In today's data-driven world, the ability to generate reports efficiently is a valuable skill for professionals across various industries. This course introduces beginners to the world of automated report generation using AI-powered tools and techniques. You will learn how to leverage the capabilities of artificial intelligence to streamline the reporting process, save time, and improve data accuracy.  By the end of this course, you will not only grasp foundational concepts but also have the skills to streamline your personal and professional life; whether it's tracking and reporting on your personal finances, health and wellness, home energy efficiency, or implementing automated reporting solutions for your company's sales or marketing, saving valuable time and resources while improving data accuracy and decision-making. Moreover, you'll have the knowledge and confidence to explore automation opportunities within your workplace, making you an asset in the era of digital transformation.   Upon completing this course, learners will have the ability to utilize AI-driven tools to generate automated reports, thereby improving productivity and data accuracy in their respective fields. 

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Product ID: OC-2024-A1HXD
Automation for Everyone: Tech Benefits UnleashedNew

Automation for Everyone: Tech Benefits Unleashed

In today's technology-driven world, automation is a valuable skill for everyone. This course, "Automation for Everyone," allows you to harness the power of automation. From automating home tasks to implementing business solutions that save millions of dollars, we will explore practical applications through concise video lectures and real, linkable readings.   By the end of this course, you will not only grasp automation's foundational concepts but also have the skills to streamline your personal and professional life; whether it's automating your smart home devices, optimizing your digital workspace, or creating custom solutions. Moreover, you'll have the knowledge and confidence to explore automation opportunities within your workplace, making you an asset in the era of digital transformation.   In this course, you will dive into the latest automation trends, discover how automation is all around us, and see how low-code and no-code tools make it accessible to everyone.

In today's technology-driven world, automation is a valuable skill for everyone. This course, "Automation for Everyone," allows you to harness the power of automation. From automating home tasks to implementing business solutions that save millions of dollars, we will explore practical applications through concise video lectures and real, linkable readings.   By the end of this course, you will not only grasp automation's foundational concepts but also have the skills to streamline your personal and professional life; whether it's automating your smart home devices, optimizing your digital workspace, or creating custom solutions. Moreover, you'll have the knowledge and confidence to explore automation opportunities within your workplace, making you an asset in the era of digital transformation.   In this course, you will dive into the latest automation trends, discover how automation is all around us, and see how low-code and no-code tools make it accessible to everyone. 

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Product ID: OC-2024-A15V1
Advanced ESP32: Implementing OTA Programming, FreeRTOS and Deep Sleep

Advanced ESP32: Implementing OTA Programming, FreeRTOS and Deep Sleep

If you are an engineer, a hobbyist or a student, who wants to learn and implement advanced concepts like Over the Air Programming, FreeRTOS and Ultra Low Power Consumption in your ESP32 Projects or Products, you have come to the right place!  This is an advanced level course and experience with ESP32, and Arduino IDE is essential to follow this course. Through an innovative pedagogy of mixing projects and advanced concepts, this course will help you learn the WHY, HOW, and WHAT of the topics covered.   On finishing this course, you will get deeper insights into the features of the ESP32 Board, that you didn't even realize. You will be able to make your products or projects user-friendly by implementing OTA Programming and WiFi Manager. You will gain an in-depth understanding of RTOS and its applications. You will understand FreeRTOS and be able to implement it to optimize your projects or products. Finally, you will learn to drastically reduce the power consumption of the ESP32 Board, by implementing Deep Sleep and leveraging the ULP Coprocessor of the ESP32 in your products or projects.

If you are an engineer, a hobbyist or a student, who wants to learn and implement advanced concepts like Over the Air Programming, FreeRTOS and Ultra Low Power Consumption in your ESP32 Projects or Products, you have come to the right place!  This is an advanced level course and experience with ESP32, and Arduino IDE is essential to follow this course. Through an innovative pedagogy of mixing projects and advanced concepts, this course will help you learn the WHY, HOW, and WHAT of the topics covered.   On finishing this course, you will get deeper insights into the features of the ESP32 Board, that you didn't even realize. You will be able to make your products or projects user-friendly by implementing OTA Programming and WiFi Manager. You will gain an in-depth understanding of RTOS and its applications. You will understand FreeRTOS and be able to implement it to optimize your projects or products. Finally, you will learn to drastically reduce the power consumption of the ESP32 Board, by implementing Deep Sleep and leveraging the ULP Coprocessor of the ESP32 in your products or projects.    

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Product ID: OC-2024-C3OSS
Building Production-Ready Applications with Large Language ModelsNew

Building Production-Ready Applications with Large Language Models

In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building a variety of production-ready applications. In this hands-on-course, learners will gain the necessary skills for building and responsibly deploying a conversational AI application. By following the demo provided in this course, learners will learn how to develop a FAQ chatbot using HuggingFace, Python, and Gradio. Core concepts from applying prompt engineering to extract the most value from LLMs, to infrastructure, monitoring and security considerations for real-world deployment will be covered. Important ethical considerations such as mitigating bias, ensuring transparency, and maintaining user trust will also be covered to help learners understand the best practices in developing a responsible and ethical AI system.

In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building a variety of production-ready applications. In this hands-on-course, learners will gain the necessary skills for building and responsibly deploying a conversational AI application. By following the demo provided in this course, learners will learn how to develop a FAQ chatbot using HuggingFace, Python, and Gradio. Core concepts from applying prompt engineering to extract the most value from LLMs, to infrastructure, monitoring and security considerations for real-world deployment will be covered. Important ethical considerations such as mitigating bias, ensuring transparency, and maintaining user trust will also be covered to help learners understand the best practices in developing a responsible and ethical AI system.

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Product ID: OC-2024-C1J0M
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
Big Data Crash Course

Big Data Crash Course

Want to ramp up on key big data technologies in shortest possible time? Then this big data crash course is for you. As it not only covers the basics, but it takes you to the journey where you learn and grow simultaneously. This course is the perfect blend of exploring the expedition of various big data technologies such as Hadoop, Spark, Nifi, Apache Kafka, etc., and hands-on experience using Google Cloud Platform. With the whiteboarding, this course provides a classroom-like experience, this course has become the ideal fit for all the newbies in the big data world. Enroll now and start your journey to the realm of data.

Want to ramp up on key big data technologies in shortest possible time? Then this big data crash course is for you. As it not only covers the basics, but it takes you to the journey where you learn and grow simultaneously. This course is the perfect blend of exploring the expedition of various big data technologies such as Hadoop, Spark, Nifi, Apache Kafka, etc., and hands-on experience using Google Cloud Platform. With the whiteboarding, this course provides a classroom-like experience, this course has become the ideal fit for all the newbies in the big data world. Enroll now and start your journey to the realm of data.

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Product ID: OC-2024-C1AL4