Tag: pandas

  • Giant pandas to debut at DC’s National Zoo Friday

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    Two giant pandas are set to make their highly anticipated debut to the public at the Smithsonian National Zoo in D.C. on Friday morning.

    Two giant pandas are set to make their highly anticipated debut to the public at the Smithsonian National Zoo in D.C. on Friday morning.

    The pandas, Bao Li and Qing Bao, have been quarantined since they arrived in the U.S. from China in mid-October, giving the animals time to adjust to their newly renovated habitat.

    Tickets to the National Zoo are free. For those who can’t say hello in person, the Giant Panda Cam is expected to relaunch Friday.

    From now through Feb. 9, the zoo is celebrating the pandas’ return with events, including a screening of “Kung Fu Panda” in the Visitor Center Theater.

    DC’s panda drought is over

    The zoo’s previous beloved bears, Tian Tian, Mei Xiang and Xiao Qi Ji, were returned to China in November 2023.

    The new bears didn’t arrive until 11 months later, causing some fear in the interim that the partnership between the two countries to exchange the animals in the name of conservation was a thing of the past.

    While the wait may have felt unbearable to some, panda-lovers rejoiced at the bears’ return to D.C. in October, cheering them on as their police-escorted motorcade drove into the National Zoo on Oct. 15, 2024.

    Over the last several months, the zoo has been helping Bao Li and Qing Bao get used to the smells and sounds of crowds. Part of that has involved some zoo members visiting the panda enclosure, which was renovated in their absence.

    They’ve been playing in the snow and enjoying lots of bamboo, zookeepers said.

    Spot the difference? How to tell the new pandas apart

    The black-and-white bears can look pretty similar at first glance, but the Smithsonian Magazine has some tips for telling the new pandas apart.

    Off the bat, Bao Li, a 3-year-old boy, is bigger than Qing Bao.

    But here are some other key markers the magazine pointed out:

    • Qing Bao has two round, dark-colored birthmarks on her left backside
    • Qing Bao has fluffier cheeks than Bao Li
    • Bao Li’s eye patches are wider and have pointy tips that flare out more than Qing Bao
    • The black band across Bao Li’s back is thicker and down his middle; Qing Bao’s is thinner and higher

    Of course, their personalities are a bit different, too. According to the Smithsonian, Bao Li is “playful” and “attention-seeking,” but Qing Bao is more reserved and independent.

    Bao Li has roots in D.C. He’s the son of Bao Bao, who was born at the D.C. zoo in 2013.

    A lesson in panda history

    The National Zoo became the first zoo in the U.S. to take part in what’s become known as “panda diplomacy” when a pair of pandas from China arrived at the zoo in 1972.

    In the decades since, the Chinese government has lent pandas to zoos worldwide.

    But, in recent years, China opted to not renew some of those agreements. Pandas from D.C. and San Diego were among those to fly back to China, with no plans for new bears to return in their place.

    Ultimately, China agreed to send back new pandas to California, D.C. and Spain — squashing fears about threats to panda diplomacy.

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    Exciting News: Giant pandas to debut at DC’s National Zoo Friday!

    Get ready to meet the newest residents at the National Zoo in Washington, D.C. as giant pandas make their debut this Friday. These adorable and endangered animals will be a must-see attraction for visitors of all ages.

    The pandas, who have been carefully acclimating to their new surroundings, are sure to capture the hearts of everyone who sees them. From their playful antics to their peaceful moments of relaxation, these majestic creatures are sure to delight and inspire.

    Don’t miss your chance to witness the beauty and wonder of giant pandas up close. Plan your visit to the National Zoo this Friday and be among the first to welcome these incredible animals to their new home.

    Tags:

    • Giant pandas
    • National Zoo
    • DC
    • Panda debut
    • Zoo animals
    • Panda exhibit
    • Washington DC
    • National Zoo event
    • Giant panda debut
    • Panda conservation efforts

    #Giant #pandas #debut #DCs #National #Zoo #Friday

  • Giant pandas Bao Li and Qing Bao make public debut at National Zoo

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    Today’s the big day! Giant pandas Bao Li and Qing Bao are making their long-awaited public debut at the Smithsonian’s National Zoo and Conservation Biology Institute in Washington, D.C., ahead of Lunar New Year next week.

    Bao Li and Qing Bao, both 3, are emerging from quarantine and are featured in the newly relaunched giant panda cam, which consists of 40 cameras that will be operated live between the hours of 7 a.m. to 7 p.m. ET.

    PHOTO: Bao Li

    Giant panda Bao Li

    Roshan Patel/Smithsonian’s National Zoo & Conservation Biology Institute

    PHOTO: Qing Bao

    Giant panda Qing Bao

    Roshan Patel/Smithsonian’s National Zoo & Conservation Biology Institute

    The superstar pandas traveled from China and arrived in the U.S. on Oct. 15, 2024. National Zoo members had the opportunity to see the pandas in a special preview held between Jan. 10 and Jan. 19, a period that gave the giant pandas time to acclimate to their new home.

    “Bao Li and Qing Bao have already won the hearts of our staff and volunteers, and we are excited to welcome panda fans back to the Zoo — the only place in the nation where you can see giant pandas for free — and celebrate the newest chapter of our giant panda breeding and conservation program,” Brandie Smith, the John and Adrienne Mars Director of the National Zoo, said in a news release.

    “They’re very active and they’re just a lot of fun and obviously super cute,” zookeeper Mariel Lally told ABC News previously about the two pandas.

    The National Zoo will host a series of public events and programs celebrating the giant pandas between Jan. 25 and Feb. 9, including a Lunar New Year event. Some Washington, D.C., hotels are even offering panda-themed packages with amenities such as stuffed toy pandas, roundtrip transportation to the zoo and panda-themed beverages.

    Panda enthusiasts can see the giant pandas for free at the National Zoo, the only zoo in the U.S. where visitors can see the animals free of charge.

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    Giant pandas Bao Li and Qing Bao, the newest residents at the National Zoo, made their highly anticipated public debut today! Visitors flocked to the panda exhibit to catch a glimpse of these adorable black and white bears as they explored their new surroundings.

    Bao Li and Qing Bao, both three years old, were born in China and recently arrived at the National Zoo as part of a conservation program. The pair will play a crucial role in raising awareness about the conservation efforts being made to protect these endangered animals.

    The pandas wasted no time in charming visitors with their playful antics and adorable personalities. Bao Li, the more adventurous of the two, was seen climbing trees and playing with enrichment toys, while Qing Bao preferred to lounge in the sun and munch on bamboo.

    The National Zoo is thrilled to welcome Bao Li and Qing Bao to their panda family and is dedicated to providing them with the highest level of care and enrichment. Be sure to stop by and say hello to these lovable pandas during your next visit to the zoo!

    Tags:

    1. Giant pandas
    2. Bao Li
    3. Qing Bao
    4. National Zoo
    5. Panda debut
    6. Panda news
    7. Panda exhibit
    8. National Zoo pandas
    9. Bao Li and Qing Bao
    10. Giant panda debut

    #Giant #pandas #Bao #Qing #Bao #public #debut #National #Zoo

  • A Perfect Time for Pandas (Magic Tree House) – Hardcover – VERY GOOD



    A Perfect Time for Pandas (Magic Tree House) – Hardcover – VERY GOOD

    Price : 4.34

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    Are you looking for a children’s book that combines adventure, history, and cute pandas? Look no further than “A Perfect Time for Pandas” from the Magic Tree House series.

    In this hardcover book in VERY GOOD condition, siblings Jack and Annie travel to ancient China to help a group of pandas in need. Along the way, they encounter emperors, warriors, and even a dragon! With the help of their magic tree house, they embark on a thrilling journey that will captivate young readers and teach them about Chinese culture and history.

    Perfect for children who love animals, history, and fast-paced adventures, “A Perfect Time for Pandas” is a must-have addition to any young reader’s bookshelf. Get your hands on this delightful book today and let the magic of the Magic Tree House series transport you to a world of wonder and excitement.
    #Perfect #Time #Pandas #Magic #Tree #House #Hardcover #GOOD,ages 3+

  • Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython



    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

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    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    In the world of data analysis, having the right tools at your disposal can make all the difference. One of the most powerful and popular tools for data wrangling in Python is the Pandas library. With Pandas, you can easily manipulate and analyze data with ease, making it a must-have tool for any data analyst.

    In addition to Pandas, NumPy is another essential library for data manipulation in Python. NumPy provides support for large, multi-dimensional arrays and matrices, making it ideal for handling numerical data. When combined with Pandas, NumPy can help you perform complex mathematical operations on your data quickly and efficiently.

    Finally, IPython is a powerful interactive shell that allows you to work with Python in a more dynamic and flexible way. With IPython, you can easily explore your data, experiment with different analysis techniques, and visualize your results in real-time.

    In this post, we will explore how to use Pandas, NumPy, and IPython together to wrangle and analyze data effectively. We will cover topics such as data cleaning, data transformation, and data visualization, showcasing the power and flexibility of these essential Python libraries.

    Whether you are a seasoned data analyst or just starting out, mastering the art of data wrangling with Pandas, NumPy, and IPython is sure to take your data analysis skills to the next level. Stay tuned for more tips, tricks, and tutorials on how to harness the power of Python for data analysis.
    #Python #Data #Analysis #Data #Wrangling #Pandas #NumPy #IPython

  • Python for Data Analysis : Data Wrangling with Pandas, NumPy, and Jupyter by Wes

    Python for Data Analysis : Data Wrangling with Pandas, NumPy, and Jupyter by Wes



    Python for Data Analysis : Data Wrangling with Pandas, NumPy, and Jupyter by Wes

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    Python for Data Analysis : Data Wrangling with Pandas, NumPy, and Jupyter by Wes

    In today’s data-driven world, being able to effectively wrangle and analyze data is a crucial skill. Python has emerged as one of the most popular programming languages for data analysis, and in his book “Python for Data Analysis,” Wes McKinney provides a comprehensive guide to using Python for data wrangling with Pandas, NumPy, and Jupyter.

    Pandas is a powerful data manipulation library that allows you to easily work with structured data, such as tables and time series. NumPy is a fundamental package for scientific computing in Python, providing support for large, multi-dimensional arrays and matrices. Jupyter notebooks provide an interactive computing environment that allows you to create and share code, visualizations, and narrative text.

    In “Python for Data Analysis,” Wes McKinney walks you through the basics of data analysis with Python, covering topics such as reading and writing data, cleaning and transforming data, and performing statistical analysis. The book also covers more advanced topics, such as working with time series data, handling missing data, and using visualization tools to explore and communicate your findings.

    Whether you’re a data scientist, business analyst, or student looking to improve your data analysis skills, “Python for Data Analysis” is a must-read. With its clear explanations, practical examples, and hands-on exercises, this book will help you master the art of data wrangling with Python and take your data analysis skills to the next level.
    #Python #Data #Analysis #Data #Wrangling #Pandas #NumPy #Jupyter #Wes

  • Python Data Cleaning Cookbook: Prepare your data for analysis with pandas, NumPy, Matplotlib, scikit-learn, and OpenAI

    Python Data Cleaning Cookbook: Prepare your data for analysis with pandas, NumPy, Matplotlib, scikit-learn, and OpenAI


    Price: $49.99 – $37.93
    (as of Dec 26,2024 21:44:03 UTC – Details)


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    From the brand

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    Packt is a leading publisher of technical learning content with the ability to publish books on emerging tech faster than any other.

    Our mission is to increase the shared value of deep tech knowledge by helping tech pros put software to work.

    We help the most interesting minds and ground-breaking creators on the planet distill and share the working knowledge of their peers.

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    Publisher ‏ : ‎ Packt Publishing; 2nd ed. edition (May 31, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 486 pages
    ISBN-10 ‏ : ‎ 1803239875
    ISBN-13 ‏ : ‎ 978-1803239873
    Item Weight ‏ : ‎ 1.85 pounds
    Dimensions ‏ : ‎ 1.15 x 7.5 x 9.25 inches

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    Data cleaning is an essential step in any data analysis project. In order to effectively analyze and derive insights from your data, it is crucial to first clean and preprocess it. In this post, we will walk through a Python Data Cleaning Cookbook, using popular libraries such as pandas, NumPy, Matplotlib, scikit-learn, and OpenAI.

    1. Importing the necessary libraries:
    import pandas as pd
    import numpy as np
    import matplotlib.pyplot as plt
    from sklearn.preprocessing import StandardScaler
    import openai

    2. Loading the dataset:
    df = pd.read_csv(‘data.csv’)

    3. Handling missing values:
    # Check for missing values
    print(df.isnull().sum())

    # Fill missing values with mean
    df.fillna(df.mean(), inplace=True)

    4. Removing duplicates:
    # Remove duplicate rows
    df.drop_duplicates(inplace=True)

    5. Handling outliers:
    # Detect and remove outliers using Z-score
    z_scores = np.abs(stats.zscore(df))
    df = df[(z_scores < 3).all(axis=1)] 6. Standardizing the data:
    scaler = StandardScaler()
    df_scaled = scaler.fit_transform(df)

    7. Visualizing the data:
    # Plot a histogram of a numerical column
    plt.hist(df[‘column_name’])
    plt.xlabel(‘Column Name’)
    plt.ylabel(‘Frequency’)
    plt.title(‘Histogram of Column Name’)
    plt.show()

    8. Text data cleaning:
    # Clean text data using OpenAI’s GPT-3
    clean_text = openai.api.text_completion(
    model=”text-davinci-003″,
    prompt=”Clean the text data: ” + text_data
    )

    By following these steps and using the powerful capabilities of libraries such as pandas, NumPy, Matplotlib, scikit-learn, and OpenAI, you can effectively prepare your data for analysis and derive meaningful insights. Happy data cleaning!
    #Python #Data #Cleaning #Cookbook #Prepare #data #analysis #pandas #NumPy #Matplotlib #scikitlearn #OpenAI

  • Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas, NumPy, Matplotlib, Seaborn, Julius AI and No-Code Tools for Data … and Statistical Analysis (English Edition)

    Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas, NumPy, Matplotlib, Seaborn, Julius AI and No-Code Tools for Data … and Statistical Analysis (English Edition)


    Price: $37.95
    (as of Dec 18,2024 08:55:32 UTC – Details)


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    From the Publisher

    Know more about the book

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Ultimate-Python-Libraries-for-Data-Analysis-and-Visualization

    Publisher ‏ : ‎ Orange Education Pvt Ltd (April 4, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 265 pages
    ISBN-10 ‏ : ‎ 8197081913
    ISBN-13 ‏ : ‎ 978-8197081910
    Item Weight ‏ : ‎ 1.02 pounds
    Dimensions ‏ : ‎ 9.25 x 7.5 x 0.59 inches

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    Are you looking to take your data analysis and visualization skills to the next level? Look no further! In our latest post, we explore the ultimate Python libraries that will help you leverage the power of data analysis and visualization.

    From the versatile Pandas and NumPy libraries for data manipulation and calculations, to the powerful Matplotlib and Seaborn libraries for creating stunning visualizations, we’ve got you covered. Plus, we’ll introduce you to cutting-edge AI tools like Julius AI and no-code platforms for seamless data analysis and statistical analysis.

    Whether you’re a beginner or an experienced data analyst, these libraries will help you unlock the full potential of your data. Don’t miss out on this essential guide to mastering data analysis and visualization with Python!
    #Ultimate #Python #Libraries #Data #Analysis #Visualization #Leverage #Pandas #NumPy #Matplotlib #Seaborn #Julius #NoCode #Tools #Data #Statistical #Analysis #English #Edition

  • Ultimate Pandas for Data Manipulation and Visualization: Efficiently Process and Visualize Data with Python’s Most Popular Data Manipulation Library (English Edition)

    Ultimate Pandas for Data Manipulation and Visualization: Efficiently Process and Visualize Data with Python’s Most Popular Data Manipulation Library (English Edition)


    Price: $49.00
    (as of Dec 17,2024 23:32:13 UTC – Details)


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    ASIN ‏ : ‎ B0D6NBLL2N
    Publisher ‏ : ‎ Orange Education Pvt Ltd (June 10, 2024)
    Publication date ‏ : ‎ June 10, 2024
    Language ‏ : ‎ English
    File size ‏ : ‎ 24845 KB
    Text-to-Speech ‏ : ‎ Enabled
    Screen Reader ‏ : ‎ Supported
    Enhanced typesetting ‏ : ‎ Enabled
    X-Ray ‏ : ‎ Not Enabled
    Word Wise ‏ : ‎ Not Enabled
    Print length ‏ : ‎ 500 pages

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    Are you looking to level up your data manipulation and visualization skills with Python? Look no further than “Ultimate Pandas for Data Manipulation and Visualization: Efficiently Process and Visualize Data with Python’s Most Popular Data Manipulation Library.”

    In this comprehensive guide, you will learn how to harness the power of Pandas, Python’s most popular data manipulation library, to efficiently process and visualize data. From importing and cleaning data to performing advanced data manipulation techniques, this book covers everything you need to know to become a Pandas pro.

    Whether you are a beginner looking to learn the basics of data manipulation or an experienced data scientist looking to take your skills to the next level, this book has something for everyone. With clear explanations, practical examples, and hands-on exercises, you will quickly master the art of data manipulation and visualization with Pandas.

    Don’t miss out on this essential resource for anyone working with data in Python. Get your copy of “Ultimate Pandas for Data Manipulation and Visualization” today and start unlocking the full potential of your data!
    #Ultimate #Pandas #Data #Manipulation #Visualization #Efficiently #Process #Visualize #Data #Pythons #Popular #Data #Manipulation #Library #English #Edition

  • Data Analysis and Visualization with Python: From Pandas, NumPy and Scikit-Learn to Advanced Modeling Techniques

    Data Analysis and Visualization with Python: From Pandas, NumPy and Scikit-Learn to Advanced Modeling Techniques


    Price: $19.99
    (as of Dec 16,2024 09:35:06 UTC – Details)


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    ASIN ‏ : ‎ B0DNY1114Z
    Publisher ‏ : ‎ Independently published (November 23, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 371 pages
    ISBN-13 ‏ : ‎ 979-8301064364
    Item Weight ‏ : ‎ 2.34 pounds
    Dimensions ‏ : ‎ 8.5 x 0.84 x 11 inches

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    Data analysis and visualization are essential skills in today’s data-driven world. Python has become one of the most popular languages for performing these tasks, thanks to libraries like Pandas, NumPy, and Scikit-Learn that make working with data easy and efficient.

    In this post, we will explore how to use these libraries to analyze and visualize data, from basic operations like cleaning and manipulating datasets to more advanced modeling techniques.

    First, we will start by importing the necessary libraries and loading a dataset using Pandas. We will then cover basic data manipulation operations like filtering, sorting, and grouping data using Pandas and NumPy.

    Next, we will move on to data visualization using libraries like Matplotlib and Seaborn. We will explore different types of plots like scatter plots, histograms, and bar charts to visualize the data and gain insights from it.

    Finally, we will delve into more advanced modeling techniques using Scikit-Learn, such as linear regression, decision trees, and neural networks. We will cover topics like model evaluation, hyperparameter tuning, and cross-validation to build accurate and reliable models.

    By the end of this post, you will have a solid understanding of how to perform data analysis and visualization using Python and be equipped with the knowledge to apply advanced modeling techniques to real-world datasets. So, grab your favorite dataset and let’s dive into the world of data analysis and visualization with Python!
    #Data #Analysis #Visualization #Python #Pandas #NumPy #ScikitLearn #Advanced #Modeling #Techniques

  • Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and … Learning & Data Science for Beginners)

    Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and … Learning & Data Science for Beginners)


    Price: $24.99
    (as of Dec 16,2024 01:04:44 UTC – Details)


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    Publisher ‏ : ‎ AI Publishing LLC (October 23, 2020)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 304 pages
    ISBN-10 ‏ : ‎ 1734790156
    ISBN-13 ‏ : ‎ 978-1734790153
    Item Weight ‏ : ‎ 14.6 ounces
    Dimensions ‏ : ‎ 6 x 0.69 x 9 inches

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    Welcome to our beginner’s guide to Python Machine Learning! In this post, we will cover the basics of machine learning from scratch, focusing on essential libraries such as NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, and TensorFlow.

    Machine learning is a powerful tool that allows computers to learn from data and make predictions or decisions without being explicitly programmed. Python is one of the most popular programming languages for machine learning due to its simplicity and extensive libraries for data manipulation and visualization.

    To start your journey in Python Machine Learning, it is essential to understand the basics of NumPy and Pandas. NumPy is a library for numerical computing in Python, allowing you to perform complex mathematical operations efficiently. Pandas, on the other hand, is a powerful data manipulation tool that makes working with structured data easy and intuitive.

    Once you have a solid foundation in NumPy and Pandas, you can move on to data visualization with libraries like Matplotlib and Seaborn. These libraries allow you to create stunning visualizations of your data, making it easier to understand patterns and relationships.

    Next, you can explore machine learning algorithms with Scikit-learn, a comprehensive library for machine learning in Python. Scikit-learn provides a wide range of algorithms for classification, regression, clustering, and more, making it easy to train and evaluate machine learning models.

    Finally, you can dive into deep learning with TensorFlow, a powerful library for building and training neural networks. TensorFlow is widely used in cutting-edge research and industry applications, making it an essential tool for anyone interested in advanced machine learning.

    By mastering these essential libraries and tools, you will be well on your way to becoming a proficient Python Machine Learning practitioner. Stay tuned for more tutorials and resources on Learning & Data Science for Beginners!
    #Python #Machine #Learning #Beginners #Learning #scratch #NumPy #Pandas #Matplotlib #Seaborn #Scikitlearn #TensorFlow #Machine #Learning #Learning #Data #Science #Beginners

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