Free download скачать DATA 101 - The Fundamental Building Block of AI Systems
Published 7/2023
Created by Osman Mohammed,Abdul Bari Mohammed
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 20 Lectures ( 1h 36m ) | Size: 751 MB

Learn the True Nature, Behavior and Characteristics of fundamental building block of Artificial Intelligence.
What you'll learn
Understand the fundamentals of data: By the end of the course, students should be able to explain what data is, its history, and its importance in the modern wo
Differentiate between types of data: Students will learn to distinguish between various types of data (qualitative, quantitative, structured, unstructured) and
Recognize and interpret data formats and representations: Students should be able to identify common data formats (such as CSV, JSON, and XML) and interpret dat
Comprehend the life cycle of data: Students will understand the various stages in the data life cycle, from collection and storage, to processing, analysis, and
Evaluate data quality and value: Students will learn to assess the accuracy, consistency, completeness, and relevance of data, and understand the costs and bene
Understand the impact and applications of data: By the end of the course, students should be able to discuss the impact of data on businesses, society, and indi
Anticipate the future of data: Students will explore emerging data technologies (such as AI, ML, and IoT), and discuss predictions, trends, and ethical consider
Develop data intuition and literacy: By the end of the course, students should have developed a data mindset, learned key data literacy skills and tools, and be
Requirements
Basic Computer Literacy: You should be comfortable using a computer, browsing the internet, and working with files and folders.
Mathematics Knowledge: Some sections of the course may require a basic understanding of statistics and probability, although we'll try to keep this accessible for beginners.
Software: Depending on the specific sections of the course, we might work with specific data analysis or visualization tools. Familiarity with any data-specific software is a plus, but not required. We'll introduce necessary tools and provide guidance on their usage during the course.
Curiosity and Open-mindedness: This course is designed for anyone eager to understand the fascinating world of data. All you need is a willingness to learn, ask questions, and explore various aspects of data.
Time Commitment: Be prepared to dedicate some time outside of the lessons for self-study and exercises. The more you put into practice what you've learned, the more you'll get out of the course.
Description
1. Welcome & Instructor IntroHello Everyone, Welcome to the course "DATA 101: Understanding the True Nature of Data."My name is Osman Mohammed, and I will be your instructor for this course.I currently work for one of the BIG - 4 Consulting firms.I have 8+ years of hands-on experience as a Software Engineer in Designing, Developing, and Maintaining custom Web & Standalone Software Systems.I worked in major software development life cycles like Waterfall, Agile, DevOps, DevSecOps, etc.I hold a Masters's Degree in Computer Science and Information Technology.Currently learning about AI Alignment ProblemI am creating this course collaborating with my elder brother Abdul Bari mohammed, a lead quality engineer at Amazon.2. Course OutcomeThis course is designed for anyone eager to gain a foundational understanding of data.By the end of the course, you will be equipped with a robust comprehension of data's role and value in various sectors. Armed with this knowledge, you'll be able to navigate and adapt to emerging technological trends, understanding how data drives insights and decisions across industries.3. Ideal Students for this courseThe ideal students for this course are anyone who wants to gain a deep understanding of data and its importance in today's data-driven world.There are no prerequisites for this course; the only thing I ask is that you come with an open mind and a readiness to learn.4. Thank You & Please EnrollI am excited to take this journey with you. I look forward to seeing you in the course. Please enroll.
Who this course is for
This course requires no prior experience in data and is designed to be accessible to anyone with a desire to learn. If you're interested in the role data plays in our world and want to develop a deeper understanding of it, this course is for you.
Beginners in Data Science or Analytics: If you're just starting your journey in the data world and looking to build a strong foundation in understanding data, its types, lifecycle, impact, and future, this course will give you the comprehensive overview you need.
Professionals in Other Fields: Professionals from various fields such as business, healthcare, government, education, etc., who want to leverage data for better decision-making, will find this course beneficial. It will help you understand how data can provide insights and drive impactful decisions in your field.
Aspiring Data-Literate Individuals: In today's data-driven world, being data literate is an essential skill. Whether you're a student, a job seeker, or just a curious individual, this course will help you become more comfortable with data, improving your data intuition and literacy.
Entrepreneurs and Business Leaders: If you're an entrepreneur or a business leader, understanding data can help you make informed decisions, identify trends, and drive success. This course will provide the knowledge you need to harness the power of data in your business strategy.
Educators and Academic Researchers: Those involved in teaching or research can leverage this course to understand how data is transforming our world, enabling them to better educate others or to use data effectively in their research work.
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