Professional Diploma in Data Science
Published 12/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 1m | Size: 1.18 GB
Master the Art of Data Science: Learn Python, Machine Learning, Data Visualization and Data Analytics
What you'll learn
Understand the fundamentals of data science and its applications across industries.
Learn the basics of Python programming and its relevance to data analysis.
Grasp essential concepts of statistics and probability used in data science.
Explore the fundamentals of data cleaning and data preprocessing techniques.
Gain insights into machine learning algorithms, including supervised and unsupervised learning.
Understand the role of big data analytics and tools used in managing large datasets.
Learn the principles of data visualization and tools like Matplotlib and Seaborn.
Understand the importance of data storytelling to present insights effectively.
Explore SQL for managing and querying structured data.
Learn about the applications of artificial intelligence in data-driven decision-making.
Get familiar with popular tools like Tableau, Power BI, and their use in analytics.
Understand the ethical implications and best practices in data science.
Discover how to interpret and analyze business data for impactful decisions.
Learn to differentiate between various types of data, including structured, unstructured, and semi-structured data.
Build the confidence to explore advanced topics such as natural language processing and deep learning in the future.
Requirements
No prior experience is required. We will start from the very basics
A basic understanding of mathematics, including algebra and statistics, is helpful but not mandatory.
An eagerness to learn and explore the field of data science.
Basic knowledge of programming concepts can be beneficial, but beginners are welcome.
Description
Unlock the power of data with this comprehensive Professional Diploma in Data Science course, designed for learners of all levels! Whether you're a beginner stepping into the world of data or a professional looking to enhance your knowledge, this course provides the perfect blend of foundational concepts and practical applications in data science.Discover the essential principles of data science, from statistics and Python programming to data preprocessing and machine learning. Gain a deep understanding of key concepts like data analysis, visualization, and predictive modeling while exploring the fascinating world of artificial intelligence and its applications.Highlights of this course include:Python Basics: Learn variables, loops, functions, and conditionals to master the programming language of data science.Data Structures: Explore lists, dictionaries, tuples, and sets to efficiently handle data.Statistics: Understand mean, median, variance, standard deviation, and statistical distributions.Data Preprocessing: Discover how to clean, prepare, and structure data for analysis.Machine Learning: Dive into supervised and unsupervised learning techniques.Visualization: Create stunning visual representations of data using cutting-edge tools.With practical examples, engaging lectures, and real-world insights, this course empowers you to analyze, interpret, and extract actionable insights from data. By the end, you'll have the knowledge and confidence to contribute to data-driven decision-making in any industry.Join now and take the first step toward becoming a skilled data scientist!
Who this course is for
Aspiring Data Scientists who want to build a strong foundation in data science concepts and principles.
Students and Graduates looking to explore data science as a potential career path.
Professionals in fields like IT, business, or engineering seeking to transition into data science roles.
Business Analysts and decision-makers who want to enhance their data-driven decision-making skills.
Beginners with no prior experience in programming or data science who are eager to learn.
Entrepreneurs who want to leverage data insights to grow their businesses.
Managers and Executives interested in understanding data science to lead teams and projects effectively.
Researchers and Academics looking to explore the power of data for their studies.
Career Changers seeking a lucrative and future-proof career in technology and analytics.
The course is also ideal for beginners, as it starts from the fundamentals and gradually builds up your skills
Homepage:
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