Quick Data Science Approach from Scratch

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18 STUDENTS

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Overview:

Welcome to “Quick Data Science Approach from Scratch”! This course offers a rapid and comprehensive introduction to data science, starting from scratch. Whether you’re new to data science or seeking to refresh your skills, this course will equip you with the essential tools and techniques needed to embark on data science projects confidently. You’ll learn the fundamentals of data manipulation, visualization, statistical analysis, and machine learning, enabling you to extract insights and make data-driven decisions effectively.

  • Interactive video lectures by industry experts
  • Instant e-certificate and hard copy dispatch by next working day
  • Fully online, interactive course with Professional voice-over
  • Developed by qualified first aid professionals
  • Self paced learning and laptop, tablet, smartphone friendly
  • 24/7 Learning Assistance
  • Discounts on bulk purchases

Main Course Features:

  • Step-by-step guidance on data science fundamentals from scratch
  • Hands-on projects and exercises for practical application of concepts
  • Coverage of key libraries and tools in Python for data science (e.g., NumPy, Pandas, Matplotlib, Scikit-learn)
  • Exploration of data cleaning, preprocessing, and wrangling techniques
  • Introduction to statistical analysis methods for deriving insights from data
  • Implementation of machine learning algorithms for predictive modeling and pattern recognition
  • Real-world case studies and examples to illustrate data science applications
  • Access to resources and tools for continued learning and practice in data science

Who Should Take This Course:

  • Beginners with little to no prior experience in data science looking for a quick and comprehensive introduction
  • Professionals from diverse backgrounds interested in transitioning to a career in data science
  • Analysts and researchers seeking to enhance their data analysis skills with practical data science techniques
  • Anyone looking to leverage data to gain insights and make informed decisions in their personal or professional projects

Learning Outcomes:

  • Acquire a solid foundation in data science concepts and techniques
  • Master essential Python libraries and tools for data manipulation, analysis, and visualization
  • Apply statistical methods to analyze and interpret data effectively
  • Develop machine learning models for predictive modeling and pattern recognition tasks
  • Gain hands-on experience through projects and exercises in data science
  • Build a portfolio of data science projects showcasing your skills and proficiency
  • Communicate findings and insights effectively through data visualization and storytelling
  • Continue learning and exploring advanced topics in data science beyond the course curriculum.

Certification

Once you’ve successfully completed your course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Assessment

At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.

Course Curriculum

Section 01: Course Overview & Introduction to Data Science
Introduction 00:02:00
Data Science Explanation 00:05:00
Need of Data Science 00:02:00
8 Common mistakes by Aspiring Data Scientists/Data Science Enthusiasts 00:08:00
Myths about Data Science 00:03:00
Section 02: Data Science Concepts
Data Types and Variables 00:04:00
Descriptive Analysis 00:02:00
Data Cleaning 00:02:00
Feature Engineering 00:02:00
Data Thinking Development 00:03:00
Section 03: A Real Life Problem
Problem Definition 00:05:00
Algorithms 00:14:00
Prediction 00:03:00
Learning Methods 00:05:00
Quick Data Science Approach from Scratch
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  • 1 year
  • Course Badge
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  • 60 minutes
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