Exploring Data with Python
Exploring Data with Python
Published 7/2024
Duration: 2h12m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.02 GB
Genre: eLearning | Language: English
Published 7/2024
Duration: 2h12m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.02 GB
Genre: eLearning | Language: English
Practical Skills for Real-World Data Challenges
What you'll learn
Data Interpretation: Master interpreting visualizations and summary statistics to derive meaningful insights from data.
Data Exploration Skills: Understanding Data Structures and Data Summarization
Data Cleaning and Preprocessing: Handling Missing Values, Outlier Detection, and applying appropriate techniques to improve data quality.
Data Visualization Proficiency: Visual Representation using Python libraries like Matplotlib and Seaborn.
Feature Scaling and Preprocessing: Implementing feature scaling techniques such as normalization and standardization to prepare data for machine learning model
Requirements
Fundamental computer skills and comfort with installing and using software.
Basic understanding of Python programming.
Essential math and statistics knowledge is helpful
Description
Welcome to our "Exploring Data with Python" course! This journey will take you through the fascinating world of data analysis, where we uncover valuable insights and patterns hidden within data. This course is meticulously designed to equip learners with essential skills and techniques required for effective data exploration and analysis.
In this course, you'll start with the basic exploration of python, one of the most popular programming languages in data science. We'll guide you through the essential skills and techniques required for effective data exploration. You’ll learn how to handle missing values and outliers, perform feature scaling, and create insightful data visualizations.
You'll engage in hands-on exercises that will help you apply your new skills. By analyzing different types of data, you will learn how to clean and pre-process data, perform exploratory data analysis, and visualize your findings to tell compelling stories. Whether you’re a student, professional developer, data scientist, aspiring AI engineer, enhance your current role or someone looking to start a career in data science, or simply gain a deeper understanding of data, this course will set you on the path to success. Start your journey to mastering Python with us and unlock limitless opportunities in programming and technology. Enroll today and elevate your skills to new heights!
Who this course is for:
Aspiring Data Analysts
Students and Academics
Professionals in Various Industries
Researchers and Scientists
Freelancers and Entrepreneurs
Career Changers
Anyone Interested in Data Analysis
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