Search results for
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Learn MLOps From These GitHub Repositories
Kickstart your MLOps career with these curated GitHub repositories.https://www.kdnuggets.com/2023/02/learn-mlops-github-repositories.html
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Why Data Scientists Expect Flawed Advice From Google Bard
First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.https://www.kdnuggets.com/2023/02/data-scientists-expect-flawed-advice-google-bard.html
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Top Free Resources To Learn ChatGPT
Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.https://www.kdnuggets.com/2023/02/top-free-resources-learn-chatgpt.html
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Top Posts February 6-12: SQL and Python Interview Questions for Data Analysts
SQL and Python Interview Questions for Data Analysts • Learn Machine Learning From These GitHub Repositories • Learn Data Engineering From These GitHub Repositories • The ChatGPT Cheat Sheet • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2https://www.kdnuggets.com/2023/02/top-posts-week-0206-0212.html
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The Optimal Way to Input Missing Data with Pandas fillna()
Missing data is common in real-life datasets. To fill in the missing data, Pandas provide various methods with fillna that you might need to learn.https://www.kdnuggets.com/2023/02/optimal-way-input-missing-data-pandas-fillna.html
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Making Intelligent Document Processing Smarter: Part 1
This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.https://www.kdnuggets.com/2023/02/making-intelligent-document-processing-smarter-part-1.html
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5 Pandas Plotting Functions You Might Not Know
Utilize these plotting functions to improve your visualization game.https://www.kdnuggets.com/2023/02/5-pandas-plotting-functions-might-know.html
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Qdrant: Open-Source Vector Search Engine with Managed Cloud Platform
Qdrant open-source vector similarity search engine is now available in the cloud. The cloud platform for Qdrant offers business users cost-efficient, fully managed service in addition to powerful features of their open-source vector search database.https://www.kdnuggets.com/2023/02/qdrant-open-source-vector-search-engine-managed-cloud-platform.html
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Building a Recommender System for Amazon Products with Python
I built a recommender system for Amazon’s electronics category.https://www.kdnuggets.com/2023/02/building-recommender-system-amazon-products-python.html
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Python Function Arguments: A Definitive Guide
Learn all about positional and keyword arguments, default and variable number of arguments in Python functions.https://www.kdnuggets.com/2023/02/python-function-arguments-definitive-guide.html
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Chip Huyen shares frameworks and case studies for implementing ML systems
Chip Huyen’s new interactive course shares frameworks, case studies and live coding/infrastructure examples to help your team avoid these pitfalls and successfully leverage ML.https://www.kdnuggets.com/2023/02/sphere-chip-huyen-shares-frameworks-case-studies-implementing-ml-systems.html
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Linear Programming 101 for Data Scientists
This post provides an overview of topics in linear programming, history, and recent advances, software packages, common problem specifications, and a case study using Toronto shelters data and the PuLP software package.https://www.kdnuggets.com/2023/02/linear-programming-101-data-scientists.html
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Optimizing Python Code Performance: A Deep Dive into Python Profilers
In this article, we will take an in-depth look at the profilers in Python to assist in optimizing the performance of our code.https://www.kdnuggets.com/2023/02/optimizing-python-code-performance-deep-dive-python-profilers.html
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The Complete Data Science Study Roadmap
This article will map out the things you need to do to become a data scientist.https://www.kdnuggets.com/2022/08/complete-data-science-study-roadmap.html
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Learning How to Use ChatGPT to Learn Python (or anything else)
Let's learn how ChatGPT can help us learn about Python... or really anything at all.https://www.kdnuggets.com/2023/02/learn-python-chatgpt.html
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Learn Data Engineering From These GitHub Repositories
Kickstart your Data Engineering career with these curated GitHub repositories.https://www.kdnuggets.com/2023/02/learn-data-engineering-github-repositories.html
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5 Reasons Why You Need Synthetic Data
Collecting and labeling data in the real world can be time-consuming and expensive. This data can also come with quality, diversity, and quantity issues. Fortunately, problems like these can be helped with synthetic data.https://www.kdnuggets.com/2023/02/5-reasons-need-synthetic-data.html
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5 Free Tools For Detecting ChatGPT, GPT3, and GPT2
Top free tools to check research papers, thesis, assignments, documentation, and draft for AI content detection.https://www.kdnuggets.com/2023/02/5-free-tools-detecting-chatgpt-gpt3-gpt2.html
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SQL and Python Interview Questions for Data Analysts
Walking you through the most important SQL and Python technical concepts and four interview questions to practice for the Data Analyst position.https://www.kdnuggets.com/2023/02/sql-python-interview-questions-data-analysts.html
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KDnuggets Survey: Benchmark with your peers on industry spend and trends
KDnuggets and its partners have just released a Spend & Trends survey to provide you the opportunity to benchmark with your peers on how folks are spending and the mindsets around current trends.https://www.kdnuggets.com/2023/02/kdnuggets-survey-industry-spend-trends.html
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How to Implement a Federated Learning Project with Healthcare Data
Learn about Federated Learning and how you can use it in the healthcare sector.https://www.kdnuggets.com/2023/02/implement-federated-learning-project-healthcare-data.html
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AI is Not Here to Replace Us
Is the fear of AI replacing humans justified? Here we have a look at what AI is good for and what it isn’t.https://www.kdnuggets.com/2023/02/ai-replace-us.html
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ChatGPT for Beginners
List of best crash courses for ChatGPT.https://www.kdnuggets.com/2023/02/chatgpt-beginners.html
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Understanding by Implementing: Decision Tree
Learn how a Decision Tree works and implement it in Python.https://www.kdnuggets.com/2023/02/understanding-implementing-decision-tree.html
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10 Free Machine Learning Courses from Top Universities
Learn the basics of machine learning, including classification, SVM, decision tree learning, neural networks, convolutional, neural networks, boosting, and K nearest neighbors.https://www.kdnuggets.com/2023/02/10-free-machine-learning-courses-top-universities.html
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skops: A New Library to Improve Scikit-learn in Production
There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we've developed a new open-source library: skops. In this article, I will walk you through how it works and how to use it with an end-to-end example.https://www.kdnuggets.com/2023/02/skops-new-library-improve-scikitlearn-production.html
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KDnuggets News, February 1: The ChatGPT Cheat Sheet • An Introduction to Markov Chains
The ChatGPT Cheat Sheet • An Introduction to Markov Chains • Top 10 Advanced Data Science SQL Interview Questions You Must Know How to Answer • How I Make $3,500 Online Every Month With Data Science • Hyperparameter Optimization: 10 Top Python Librarieshttps://www.kdnuggets.com/2023/n04.html
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Python String Matching Without Complex RegEx Syntax
Learn how to use human-friendly programmable regular expressions for complex Python string matching.https://www.kdnuggets.com/2023/02/python-string-matching-without-complex-regex-syntax.html
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20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 2
Can ChatGPT provide answers to data science questions to the same standard of humans? Check out this attempt to do so, and compare the answers to those from experts.https://www.kdnuggets.com/2023/02/20-questions-detect-fake-data-scientists-chatgpt-2.html
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Tapping into the Potential of Data Products in 2023
Learn how data can be treated as a product and how it can be used to derive value.https://www.kdnuggets.com/2023/01/tapping-potential-data-products-2023.html
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Learn Machine Learning From These GitHub Repositories
Kickstart your Machine Learning career with these curated GitHub repositories.https://www.kdnuggets.com/2023/01/learn-machine-learning-github-repositories.html
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Streamlit for Machine Learning Cheat Sheet
The latest cheat sheet from KDnuggets demonstrates how to use Streamlit for building machine learning apps. Download the quick reference now.https://www.kdnuggets.com/2023/01/streamlit-machine-learning-cheat-sheet.html
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How to Effectively Use Pandas GroupBy
Split the Pandas DataFrame into groups based on one or more columns and then apply various aggregation functions to each one of them.https://www.kdnuggets.com/2023/01/effectively-pandas-groupby.html
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3 More SQL Aggregate Function Interview Questions for Data Science
Lacking inspiration on how to prepare SQL aggregate functions for a job interview? Here are three interview question suggestions to get you out of a rut.https://www.kdnuggets.com/2023/01/3-sql-aggregate-function-interview-questions-data-science.html
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10 Pandas One Liners for Data Access, Manipulation, and Management
These 10 one liners will help you start to access, manipulate, and manage data using Pandas.https://www.kdnuggets.com/2023/01/pandas-one-liners-data-access-manipulation-management.html
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Master Data Science with Anaconda
As a special offer, you're receiving a 30-day FREE trial to Anaconda Notebooks and Learning. To unlock this offer, simply sign up for an Anaconda Nucleus account and use the promo code “NEWYEAR23" at checkout.https://www.kdnuggets.com/2023/01/anaconda-master-data-science-anaconda.html
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Top 10 Advanced Data Science SQL Interview Questions You Must Know How to Answer
In this article, we will give a list of commonly asked SQL interview questions to help you prepare for your coming technical interview.https://www.kdnuggets.com/2023/01/top-10-advanced-data-science-sql-interview-questions-must-know-answer.html
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7 SMOTE Variations for Oversampling
Best oversampling techniques for the imbalanced data.https://www.kdnuggets.com/2023/01/7-smote-variations-oversampling.html
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Multi-modal deep learning in less than 15 lines of code
Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.https://www.kdnuggets.com/2023/01/predibase-multi-modal-deep-learning-less-15-lines-code.html
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An Introduction to Markov Chains
Markov chains are often used to model systems that exhibit memoryless behavior, where the system's future behavior is not influenced by its past behavior.https://www.kdnuggets.com/2023/01/introduction-markov-chains.html
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Top 8 Data Science Slack Communities to Join in 2023
Take your Data Science journey to the next level by joining these Slack communities in 2023.https://www.kdnuggets.com/2023/01/top-8-data-science-slack-communities-join-2023.html
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Hyperparameter Optimization: 10 Top Python Libraries
Become familiar with some of the most popular Python libraries available for hyperparameter optimization.https://www.kdnuggets.com/2023/01/hyperparameter-optimization-10-top-python-libraries.html
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The ChatGPT Cheat Sheet
Impress your friends and loved ones by perfecting your ChatGPT prompt engineering game with this incredibly useful resource.https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html
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KDnuggets News, January 25: ChatGPT as a Python Programming Assistant • Python and Machine Learning to Predict Football Match Winners
ChatGPT as a Python Programming Assistant • How to Use Python and Machine Learning to Predict Football Match Winners • 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 1 • From Data Collection to Model Deployment: 6 Stages of a Data Science Project • 5 Free Data Science Books You Must Read in 2023https://www.kdnuggets.com/2023/n03.html
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How I Make $3,500 Online Every Month With Data Science
Here's how you can do the same.https://www.kdnuggets.com/2023/01/make-3500-online-every-month-data-science.html
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How to Track the Location of an IP Address using Python
Learn how to geolocate an IP Address or a Domain Name using the python library named Ip2geotools.https://www.kdnuggets.com/2023/01/track-location-ip-address-python.html
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5 Ways to Deal with the Lack of Data in Machine Learning
Effective solutions exist when you don't have enough data for your models. While there is no perfect approach, five proven ways will get your model to production.https://www.kdnuggets.com/2019/06/5-ways-lack-data-machine-learning.html
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Genetic Programming in Python: The Knapsack Problem
This article explores the knapsack problem. We will discuss why it is difficult to solve traditionally and how genetic programming can help find a "good enough" solution. We will then look at a Python implementation of this solution to test out for ourselves.https://www.kdnuggets.com/2023/01/knapsack-problem-genetic-programming-python.html
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Learn how to design, measure and implement trustworthy A/B tests from leading experimentation expert Ronny Kohavi (ex-Amazon, Airbnb, Microsoft)
Leading expert Ronny Kohavi, drawing from his 20+ years of experience, will walk you through the ins and outs of experimentation, identifying key insights and working through live demos in his live course, Accelerating Innovation with A/B Testing, starting January 30th.https://www.kdnuggets.com/2023/01/sphere-design-measure-implement-trustworthy-ab-tests-ronny-kohavi.html
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7 Best Libraries for Machine Learning Explained
Learn about machine learning libraries for building and deploying machine learning models.https://www.kdnuggets.com/2023/01/7-best-libraries-machine-learning-explained.html
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Setup and use JupyterHub (TLJH) on AWS EC2
JupyterHub is a multi-user, container-friendly version of the Jupyter Notebook. However, it can be difficult to setup. This blog post will make you less likely to run into issues in this 15+ step process.https://www.kdnuggets.com/2023/01/setup-jupyterhub-tljh-aws-ec2.html
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5 Free Data Science Books You Must Read in 2023
Get your hands on these gems to learn Python, data analytics, machine learning, and deep learning.https://www.kdnuggets.com/2023/01/5-free-data-science-books-must-read-2023.html
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From Data Collection to Model Deployment: 6 Stages of a Data Science Project
Here are 6 stages of a novel Data Science Project; From Data Collection to Model in Production, backed by research and examples.https://www.kdnuggets.com/2023/01/data-collection-model-deployment-6-stages-data-science-project.html
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Scaling Data Management Through Apache Gobblin
Software companies can manage big data at a hyper-scale on different infrastructure stacks using Apache Gobblin.https://www.kdnuggets.com/2023/01/scaling-data-management-apache-gobblin.html
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ChatGPT as a Python Programming Assistant
Is ChatGPT useful for Python programmers, specifically those of us who use Python for data processing, data cleaning, and building machine learning models? Let's give it a try and find out.https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.html
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Encoding Categorical Features with MultiLabelBinarizer
Transform multi-label format into a binary matrix for multi-label classification.https://www.kdnuggets.com/2023/01/encoding-categorical-features-multilabelbinarizer.html
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SQL and Data Integration: ETL and ELT
In this article, we will discuss use cases and methods for using ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) processes along with SQL to integrate data from various sources.https://www.kdnuggets.com/2023/01/sql-data-integration-etl-elt.html
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KDnuggets News, January 18: 7 Best Platforms to Practice SQL • Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions
7 Best Platforms to Practice SQL • Explainable AI: 10 Python Libraries for Demystifying Your Model's Decisions • ChatGPT: Everything You Need to Know • Data Lakes and SQL: A Match Made in Data Heaven • Google Data Analytics Certification Review for 2023https://www.kdnuggets.com/2023/n02.html
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How to Use Python and Machine Learning to Predict Football Match Winners
We will be learning web scraping and training supervised machine-learning algorithms to predict winning teams.https://www.kdnuggets.com/2023/01/python-machine-learning-predict-football-match-winners.html
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Things Aren’t Always Normal: Some of the “Other” Distributions
Learn about Gamma, Beta, and Bernoulli distributions with Python.https://www.kdnuggets.com/2023/01/things-arent-always-normal-distributions.html
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20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 1
Can ChatGPT provide answers to data science questions to the same standard of humans? Check out this attempt to do so, and compare the answers to those from experts.https://www.kdnuggets.com/2023/01/20-questions-detect-fake-data-scientists-chatgpt-1.html
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Fast-track your next move with in-demand data skills
DataCamp offers over 400 interactive courses, projects, and career tracks in the most popular data technologies such as Python, SQL, R, Power BI, and Tableau. Start today and save up to 67% on career-advancing learning.https://www.kdnuggets.com/2023/01/datacamp-fast-track-next-move-indemand-data-skills.html
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Idiot’s Guide to Precision, Recall, and Confusion Matrix
Building Machine Learning models is fun, but making sure we build the best ones is what makes a difference. Follow this quick guide to appreciate how to effectively evaluate a classification model, especially for projects where accuracy alone is not enough.https://www.kdnuggets.com/2020/01/guide-precision-recall-confusion-matrix.html
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Social User Authentication in Django Framework
Learn how to perform social user authentication in the Django web app using third-party services like Google.https://www.kdnuggets.com/2023/01/social-user-authentication-django-framework.html
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12 Docker Commands Every Data Scientist Should Know
Looking to add Docker to your data science toolbox? Here’s a list of essential Docker commands to help you get started.https://www.kdnuggets.com/2023/01/12-docker-commands-every-data-scientist-know.html
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Data Lakes and SQL: A Match Made in Data Heaven
In this article, we will discuss the benefits of using SQL with a data lake and how it can help organizations unlock the full potential of their data.https://www.kdnuggets.com/2023/01/data-lakes-sql-match-made-data-heaven.html
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ChatGPT: Everything You Need to Know
All you need to know about ChatGPT: what it can do, how it works, and its limitations.https://www.kdnuggets.com/2023/01/chatgpt-everything-need-know.html
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Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions
Become familiar with some of the most popular Python libraries available for AI explainability.https://www.kdnuggets.com/2023/01/explainable-ai-10-python-libraries-demystifying-decisions.html
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Concepts You Should Know Before Getting Into Transformers
Learn about Input Embedding, Positional Encoding, Scaled Dot-Product Attention, Residual Connections, Mask, and Softmax function.https://www.kdnuggets.com/2023/01/concepts-know-getting-transformer.html
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7 Best Platforms to Practice SQL
Looking to level up your SQL skills? Here's a list of the best platforms to practice SQL, ace your SQL interviews, and land your dream data role.https://www.kdnuggets.com/2023/01/7-best-platforms-practice-sql.html
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Top Posts January 2-8: Python Matplotlib Cheat Sheets
Python Matplotlib Cheat Sheets • Free Data Management with Data Science Learning with CS639 • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Creating a Web Application to Extract Topics from Audio with Python • More Data Science Cheatsheetshttps://www.kdnuggets.com/2023/01/top-posts-week-0102-0108.html
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Overcome Your Data Quality Issues with Great Expectations
Bad data costs organizations money, reputation, and time. Hence it is very important to monitor and validate data quality continuously.https://www.kdnuggets.com/2023/01/overcome-data-quality-issues-great-expectations.html
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Approaches to Data Imputation
This guide will discuss what data imputation is as well as the types of approaches it supports.https://www.kdnuggets.com/2023/01/approaches-data-imputation.html
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Google Data Analytics Certification Review for 2023
What is the Google Data Analytics Certification? And, more importantly, is it still worth getting it in 2023?https://www.kdnuggets.com/2023/01/google-data-analytics-certification-review-2023.html
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KDnuggets News, January 11: Python Matplotlib Cheatsheets • More Data Science Cheatsheets • Data Science & Machine Learning Developments of 2022
Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Brighthttps://www.kdnuggets.com/2023/n01.html
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RAPIDS cuDF for Accelerated Data Science on Google Colab
GPU-accelerated dataframe library that implements the familiar pandas API for processing and analyzing your data.https://www.kdnuggets.com/2023/01/rapids-cudf-accelerated-data-science-google-colab.html
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Topic Modeling Approaches: Top2Vec vs BERTopic
This post gives an overview of the strengths and differences of these approaches in extracting topics from text.https://www.kdnuggets.com/2023/01/topic-modeling-approaches-top2vec-bertopic.html
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Creating Beautiful Histograms with Seaborn
Visualize the numerical distribution in a beautiful way.https://www.kdnuggets.com/2023/01/creating-beautiful-histograms-seaborn.html
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3 Tools to Track and Visualize the Execution of Your Python Code
Avoid headaches when debugging in one line of code.https://www.kdnuggets.com/2021/12/3-tools-track-visualize-execution-python-code.html
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Beginner’s Guide to Cloud Computing
Learn how cloud computing works, different types of models, top cloud platforms, and applications.https://www.kdnuggets.com/2023/01/beginner-guide-cloud-computing.html
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Performing a T-Test in Python
An introduction to the t-test with python implementation.https://www.kdnuggets.com/2023/01/performing-ttest-python.html
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Where Collaboration Fails Around Data (And 4 Tips for Fixing It)
Data-driven organizations require complex collaboration between data teams and business stakeholders. Here are 4 proactive tips for reducing information asymmetries and achieving better collaboration.https://www.kdnuggets.com/2023/01/collaboration-fails-around-data-4-tips-fixing.html
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How to Perform Unit Testing in Python?
Unit testing is an important part of the software development life cycle as it helps to ensure that code is correct and working as intended. This article aims to introduce the concept of unit testing in Python and provide a basic tutorial on how to write and run unit tests using a unittest module.https://www.kdnuggets.com/2023/01/perform-unit-testing-python.html
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3 Things I Wish I Knew When I Started Data Science
Looking back and realizing how I was wrong about the data science career.https://www.kdnuggets.com/2023/01/3-things-wish-knew-started-data-science.html
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Creating a Web Application to Extract Topics from Audio with Python
A step-by-step tutorial to build and deploy a web application for topic modeling of a Spotify podcast.https://www.kdnuggets.com/2023/01/creating-web-application-extract-topics-audio-python.html
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Free Data Management with Data Science Learning with CS639
Learn Data Management with Data Science for FREE with CS639.https://www.kdnuggets.com/2023/01/free-data-management-data-science-learning-cs639.html
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Python Lambda Functions, Explained
Learn the syntax and uses of the lambda function, which is an alternative to the regular Python function.https://www.kdnuggets.com/2023/01/python-lambda-functions-explained.html
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The Fast and Effective Way to Audit ML for Fairness
Is your model fair? Here's how to audit using the Aequitas Toolkit.https://www.kdnuggets.com/2023/01/fast-effective-way-audit-ml-fairness.html
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How to Merge Pandas DataFrames
Data merge is a common data processing activity. Learn how Pandas provide various ways to merge our data.https://www.kdnuggets.com/2023/01/merge-pandas-dataframes.html
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SQL With CSVs
Write SQL query to analyze CSV files using the simple command line tool.https://www.kdnuggets.com/2023/01/sql-csvs.html
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A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning
Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.https://www.kdnuggets.com/2023/01/mwiti-solid-plan-learning-data-science-machine-learning-deep-learning.html
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Micro, Macro & Weighted Averages of F1 Score, Clearly Explained
Understanding the concepts behind the micro average, macro average, and weighted average of F1 score in multi-class classification with simple illustrations.https://www.kdnuggets.com/2023/01/micro-macro-weighted-averages-f1-score-clearly-explained.html
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Natural Language Processing with spaCy
Learn to build NLP projects using spaCy.https://www.kdnuggets.com/2023/01/natural-language-processing-spacy.html
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Top Data Python Packages to Know in 2023
These Python packages would improve your data workflow.https://www.kdnuggets.com/2023/01/top-data-python-packages-know-2023.html
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Introduction to Multi-Armed Bandit Problems
Delve deeper into the concept of multi-armed bandits, reinforcement learning, and exploration vs. exploitation dilemma.https://www.kdnuggets.com/2023/01/introduction-multiarmed-bandit-problems.html
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Python Matplotlib Cheat Sheets
Matplotlib is the most famous and commonly used plotting library in Python. It allows you to create clear and interactive visualizations that make your data easier to understand and your results more concrete.https://www.kdnuggets.com/2023/01/python-matplotlib-cheat-sheets.html
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Unsupervised Disentangled Representation Learning in Class Imbalanced Dataset Using Elastic Info-GAN
This рареr attempts to exploit primarily twо flaws in the Infо-GАN рареr while retаining the оther good qualities improvements.https://www.kdnuggets.com/2023/01/unsupervised-disentangled-representation-learning-class-imbalanced-dataset-elastic-infogan.html
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12 Essential Commands for Streamlit
Learn about the most commonly used Streamlit commands and build a customized web application.https://www.kdnuggets.com/2023/01/12-essential-commands-streamlit.html
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More Data Science Cheatsheets
It's time again to look at some data science cheatsheets. Here you can find a short selection of such resources which can cater to different existing levels of knowledge and breadth of topics of interest.https://www.kdnuggets.com/2021/03/more-data-science-cheatsheets.html
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Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science
Data science is ever-evolving, so mastering its foundational technical and soft skills will help you be successful in a career as a Data Scientist, as well as pursue advance concepts, such as deep learning and artificial intelligence.https://www.kdnuggets.com/2020/10/data-science-minimum-10-essential-skills.html
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Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
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The Zen of Python
Python is one of the programming languages that are very versatile and relatively easy to learn. Hence it is the choice of many new programmers, regardless of what area of tech they are interested in. It is particularly popular in all data science branches.https://www.kdnuggets.com/2022/12/zen-python.html
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Key Data Science, Machine Learning, AI and Analytics Developments of 2022
It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.https://www.kdnuggets.com/2022/12/key-data-science-machine-learning-ai-analytics-developments-2022.html
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24 Best (and Free) Books To Understand Machine Learning
We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.https://www.kdnuggets.com/2020/03/24-best-free-books-understand-machine-learning.html
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A Guide to Train an Image Classification Model Using Tensorflow
Classify images at scale and with very high accuracy with the advent of machine learning and deep learning algorithms.https://www.kdnuggets.com/2022/12/guide-train-image-classification-model-tensorflow.html
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5 Tasks To Automate With Python
Here are 5 tasks you can automate with Python, and how to do it.https://www.kdnuggets.com/2021/06/5-tasks-automate-python.html
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Python String Methods
Learn Python String methods to get better at writing efficient and elegant code.https://www.kdnuggets.com/2022/12/python-string-methods.html
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The Importance of Permutation in Neural Network Predictions
Permutation plays a significant role in making neural networks work as expected and showing whether they provide valid results. Explore how it affects neural network predictions now.https://www.kdnuggets.com/2022/12/importance-permutation-neural-network-predictions.html
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Top KDnuggets Post of 2022: Is Data Science a Dying Career?
Also: The Complete Collection of Data Science Cheat Sheets • 15 Python Coding Interview Questions You Must Know For Data Science • Free Python for Data Science Course • The High Paying Side Hustles for Data Scientists • Vanishing Gradient Problem, Explainedhttps://www.kdnuggets.com/2022/12/top-posts-2022.html
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How To Find The Best Data Science Remote Jobs
Learn Why, What, and How about the best data science remote jobs.https://www.kdnuggets.com/2022/12/find-best-data-science-remote-jobs.html
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Learn Data Science From These GitHub Repositories
Kickstart your data science career with these curated GitHub repositories.https://www.kdnuggets.com/2022/12/learn-data-science-github-repositories.html
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Getting Started with Scikit-learn for Classification in Machine Learning
The tutorial will introduce you to the scikit-learn module and its various features. It will also give you a brief overview of the multiclass classification problem through various algorithms.https://www.kdnuggets.com/getting-started-with-scikit-learn-for-classification-in-machine-learning
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How to Get Your First Job in Data Science without Any Work Experience
Creativity, grit, and perseverance will become the three words you live by.https://www.kdnuggets.com/2021/02/first-job-data-science-without-work-experience.html
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How to Land a Senior Data Scientist Position
How to differentiate yourself as a senior in data science interviews.https://www.kdnuggets.com/2022/12/land-senior-data-scientist-position.html
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Make Amazing Visualizations with Python Graph Gallery
Use the hundreds of charts made on Python Graph Gallery to help you make your visualization.https://www.kdnuggets.com/2022/12/make-amazing-visualizations-python-graph-gallery.html
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What Can AI-Powered RPA and IA Mean For Businesses?
RPA and IA have stunned the business world by availing impressive, intelligent automation capabilities for scales of businesses across industries, which we'll know in this blog.https://www.kdnuggets.com/2022/12/aipowered-rpa-ia-mean-businesses.html
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7 Super Cheat Sheets You Need To Ace Machine Learning Interview
Revise the concepts of machine learning algorithms, frameworks, and methodologies to ace the technical interview round.https://www.kdnuggets.com/2022/12/7-super-cheat-sheets-need-ace-machine-learning-interview.html
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How To Overcome The Fear of Math and Learn Math For Data Science
Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math."https://www.kdnuggets.com/2021/03/overcome-fear-learn-math-data-science.html
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How To Collect Data For Customer Sentiment Analysis
Customer sentiment analysis involves collecting, analyzing, and leveraging data to understand customers' feelings. This article focuses on how to collect data for customer sentiment analysis.https://www.kdnuggets.com/2022/12/collect-data-customer-sentiment-analysis.html
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Zero-shot Learning, Explained
How you can train a model to learn and predict unseen data?https://www.kdnuggets.com/2022/12/zeroshot-learning-explained.html
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Be prepared to manage the threat with an MS in Cybersecurity from Bay Path University
Bay Path’s Master’s in Cybersecurity prepares students to step into the workforce and assume immediate responsibility for the management and oversight of such systems.https://www.kdnuggets.com/2022/12/baypath-prepared-manage-threat-ms-cybersecurity.html
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YOLOv5 PyTorch Tutorial
Learn and train object detection model using YOLOv5.https://www.kdnuggets.com/2022/12/yolov5-pytorch-tutorial.html
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5 Python Projects for Data Science Portfolio
Get more experience by working on web scraping, data analytics, time-series forecasting, machine learning, and deep learning projects.https://www.kdnuggets.com/2022/12/5-python-projects-data-science-portfolio.html
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Tuning Adam Optimizer Parameters in PyTorch
Choosing the right optimizer to minimize the loss between the predictions and the ground truth is one of the crucial elements of designing neural networks.https://www.kdnuggets.com/2022/12/tuning-adam-optimizer-parameters-pytorch.html
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Sentiment Analysis on Encrypted Data with Homomorphic Encryption
This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.https://www.kdnuggets.com/2022/12/zama-sentiment-analysis-encrypted-data-homomorphic-encryption.html
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How I Tripled My Income With Data Science in 18 Months
After losing the Job, I taught myself data science and tripled my income.https://www.kdnuggets.com/2021/10/tripled-my-income-data-science-18-months.html
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Markdown Cheatsheet
Markdown is a lightweight markup language for creating formatted text using a plain-text editor. Grab this handy reference sheet to make certain you know how to implement what you need to, when you want to!https://www.kdnuggets.com/2022/12/markdown-cheatsheet.html
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KDnuggets News, December 14: 3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap
3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap • Five Ways to do Conditional Filtering in Pandas • What Are Moment-Generating Functions? • The 5 Rules For Good Data Science Project Documentationhttps://www.kdnuggets.com/2022/n48.html
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The Complete MLOps Study Roadmap
Kickstart your career as an MLOps Engineer with this study roadmap.https://www.kdnuggets.com/2022/12/complete-mlops-study-roadmap.html
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Experience the Joy of Data with DataCamp
With 400+ interactive courses, projects, and tracks, DataCamp is a cloud-based data science learning platform outside the traditional learning route. Upskill and drive positve change for yoursles and others. Claim 65% off a subscription now and help spread the joy of data this Christmas.https://www.kdnuggets.com/2022/12/datacamp-experience-joy-data-datacamp.html