Program
Associate Data Scientist in Python
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Associate Data Scientist in Python
Master Python for Real-World Data Science
Launch your data science career by mastering Python, the most popular programming language for data professionals. In this Track, you'll learn how to use Python to import, clean, manipulate, and visualize data—all essential skills for any aspiring data scientist or researcher.Gain Hands-On Experience with Python's Top Libraries
Through interactive exercises and real-world projects, you'll get practical experience with the most powerful Python libraries for data science, including:- pandas for data manipulation
- Matplotlib and Seaborn for data visualization
- scikit-learn for machine learning
- statsmodels for statistical analysis
Progress from Python Basics to Advanced Data Science Techniques
Starting with the Python essentials, you'll quickly progress to more advanced topics like exploratory data analysis, statistical hypothesis testing, and predictive modeling with machine learning. The carefully designed curriculum ensures a smooth learning journey, even if you have no prior coding experience.Prepare for the Associate Data Scientist Certification
This Track provides comprehensive preparation for the Associate Data Scientist in Python certification. By completing the courses and projects, you'll master the key concepts and techniques covered in the certification exam. Earning this industry-recognized credential will validate your skills and help you stand out in the job market.Launch Your Data Science Career with Confidence
Whether you're aiming to become a data scientist, enhance your data analysis skills, or drive data-informed decision-making in your organization, this Track will equip you with the tools and knowledge you need to succeed. By the end, you'll have a strong portfolio of projects demonstrating your ability to solve real-world problems with Python.Join thousands of learners who have kickstarted their data science careers with this Track. Enroll now and start your journey to becoming a confident, certified data scientist in Python!Persyaratan
Tidak ada persyaratan prasyarat untuk jalur ini.Course
Kuasai dasar-dasar analisis data dengan Python dalam 4 jam. Kursus online ini memperkenalkan antarmuka Python dan pustaka populer.
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Project
Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.
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Project
Use data manipulation and summary statistics to analyze test scores across New York City's public schools!
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Project
Explore a dataset containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
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Pelajari seni menulis fungsi sendiri dalam Python, serta konsep-konsep penting seperti lingkup (scoping) dan penanganan kesalahan (error handling).
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Skill Assessment
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Project
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.
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Learn how to manipulate and visualize categorical data using pandas and seaborn.
Project
Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!
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No one enjoys looking at spreadsheets! Bring your data to life. Improve your presentation and learn how to translate technical data into actionable insights.
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Learn to import data into Python from various sources, such as Excel, SQL, SAS and right from the web.
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Project
Apply your data importing, cleaning and manipulation skills to explore New York City Airbnb data.
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Skill Assessment
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Skill Assessment
bonusPython Programming
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Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.
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Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
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Perform a hypothesis test to determine if more goals are scored in women's soccer matches than men's!
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Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.
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Project
Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering
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Project
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Selesai
Peroleh Surat Keterangan Prestasi
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Termasuk denganPremium or Team
Daftar SekarangBergabunglah 19 juta pelajar dan mulai Associate Data Scientist in Python Hari Ini!
Buat Akun Gratis Anda
atau
Dengan melanjutkan, Anda menyetujui Ketentuan Penggunaan, Kebijakan Privasi kami serta bahwa data Anda disimpan di Amerika Serikat.