Data Science Tools: Python, Pandas, Machine Learning, EDA

24 Views | 0 Comments | Posted in: Tutorials
26
June
2024
Data Science Tools: Python, Pandas, Machine Learning, EDA
Data Science Tools: Python, Pandas, Machine Learning, EDA
Published 6/2024
Created by Bluelime Learning Solutions
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 122 Lectures ( 8h 49m ) | 2.1 GB

Learn Data Science Skills with: Python, Pandas, NumPy, Matplotlib, Seaborn, Machine Learning, Data Prep, and EDA

What you'll learn:
Utilize essential data science libraries such as Pandas, NumPy, Matplotlib, and Seaborn.
Differentiate between structured and unstructured data.
Gain proficiency in Python programming language for data analysis.
Understand the fundamental concepts of data science.
Differentiate between data science, data engineering, and data analysis.
Recognize the applications and industry impact of data science.
Install Python and set up a development environment on Windows and macOS.
Familiarize with Jupyter Notebook and use it for interactive data analysis.
Explore and manipulate data using Pandas DataFrames.
Create and manipulate Pandas Series for efficient data handling.
Load datasets into Pandas and perform initial data inspection and cleaning.
Transform and analyze data using Pandas methods.
Visualize data using Matplotlib and Seaborn for insights and reporting.
Utilize statistical techniques for data exploration and hypothesis testing.
Define machine learning and its application in data science.
Understand supervised, unsupervised, and reinforcement learning techniques.
Preprocess data for machine learning models, including handling missing values and encoding categorical variables.
Build, train, and evaluate machine learning models using scikit-learn.
Measure model performance using metrics like accuracy, confusion matrix, and classification report.
Deploy a machine learning model for real-time predictions and understand model interpretability techniques.

Requirements:
Basic Computer Literacy
No prior programming experience required, but familiarity with the basics of programming concepts (e.g., variables, loops, conditional statements) is beneficial.
Access to a computer with internet connectivity.
Ability to install software, including Python and necessary libraries (installation instructions will be provided).
Willingness to learn and explore new tools and technologies (e.g., Jupyter Notebook).


https://www.udemy.com/course/data-science-tools-python-pandas-machine-learning-eda/


Please Buy Premium Account from my links to get high download speed and support me

https://rapidgator.net/folder/7658986/DataScienceTools.html



https://nitroflare.com/view/B681E54382C979A/0524_Data_Science_Tools_Python%2C_Pandas%2C_Machine_Learning%2C_EDA.part1.rar
https://nitroflare.com/view/465476483C1575F/0524_Data_Science_Tools_Python%2C_Pandas%2C_Machine_Learning%2C_EDA.part2.rar
https://nitroflare.com/view/7FD51773D635EC6/0524_Data_Science_Tools_Python%2C_Pandas%2C_Machine_Learning%2C_EDA.part3.rar



https://rapidgator.net/file/53ecc3f1c261524ddba606d76d8cda2f/0524_Data_Science_Tools_Python,_Pandas,_Machine_Learning,_EDA.part1.rar.html
https://rapidgator.net/file/31af3048981949f44354045eef13e1cc/0524_Data_Science_Tools_Python,_Pandas,_Machine_Learning,_EDA.part2.rar.html
https://rapidgator.net/file/56c5e5fc027879e38954bfa01449bf30/0524_Data_Science_Tools_Python,_Pandas,_Machine_Learning,_EDA.part3.rar.html

Note:
Only Registed user can add comment, view hidden links and more, please register now
At 0dayhome.net, you'll find a vast collection of educational and informative tutorials to help you enhance your skills and knowledge in various fields. Our tutorials section serves as a valuable resource for beginners and experts alike, providing step-by-step guides, tips, and tricks on subjects such as technology, design, programming, photography, and much more. Whether you're looking to expand your professional repertoire or simply indulge in a new hobby, 0dayhome.net has got you covered. Why choose 0dayhome.net for all your tutorial needs? Here are a few reasons: Diverse Topics: Our platform offers a diverse range of tutorials, catering to various interests and skill levels. From learning the basics of coding to mastering advanced graphic design techniques, our tutorials cover it all. Easy-to-Follow Guides: We understand the importance of clear and concise instructions. Our tutorials are meticulously crafted with simplicity in mind, allowing you to easily grasp complex concepts and apply your newfound knowledge. Comprehensive Content: Whether you're a beginner seeking introductory tutorials or an expert looking for advanced techniques, our comprehensive collection has tutorials for every level of expertise. Take your skills to the next level with 0dayhome.net . Regular Updates: We frequently update our tutorials section, ensuring that you have access to the latest trends and techniques in your chosen field. Stay ahead of the curve and expand your knowledge with our up-to-date content. Community Engagement: Join our thriving community of learners and experts to connect, share insights, and seek guidance. Interact with fellow enthusiasts, exchange ideas, and strengthen your skills through collaboration. Free Access: Yes, you read it right! 0dayhome.net offers free access to its tutorials section. Learn and grow without any financial constraints. So, whether you're an aspiring programmer, a budding designer, or simply curious about exploring new subjects, 0dayhome.net tutorials are your go-to resource. Visit our website today and embark on a journey of continuous learning and improvement.
все шаблоны для dle на сайте шаблоны dle 11.2 скачать