Search results for
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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
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How to Anonymise Places in Python
A ready-to-run code which identifies and anonymises places, based on the GeoNames database.https://www.kdnuggets.com/2022/12/anonymise-places-python.html
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Free Intermediate Python Programming Crash Course
Master the basics of python with this free crash course.https://www.kdnuggets.com/2022/12/free-intermediate-python-programming-crash-course.html
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Top 5 NLP Cheat Sheets for Beginners to Professional
The cheat sheets cover various NLP techniques, tasks, algorithms, frameworks, and analytics.https://www.kdnuggets.com/2022/12/top-5-nlp-cheat-sheets-beginners-professional.html
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Top Posts December 5-11: 4 Useful Intermediate SQL Queries for Data Science
4 Useful Intermediate SQL Queries for Data Science • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • 3 Free Machine Learning Courses for Beginners • 7 Essential Cheat Sheets for Data Engineering • 7 Techniques to Handle Imbalanced Datahttps://www.kdnuggets.com/2022/12/top-posts-week-1205-1211.html
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How to Set Yourself Apart from Other Applicants with Data-Centric AI
This article is designed to help you prepare for the job market and get yourself noticed in the industry.https://www.kdnuggets.com/2022/12/set-apart-applicants-datacentric-ai.html
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From Data to Verse: KDnuggets and ChatGPT in Conversation
KDnuggets recently had the opportunity to sit down with newly-released acclaimed artificial intelligence ChatGTP from OpenAI. What we found during the course of conversation was both interesting and surprising. Read on to find out what ChatGPT knew about data science and much more.https://www.kdnuggets.com/2022/12/kdnuggets-chatgpt-conversation.html
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How to Make Documenting Code Easier
Helping programmers write better code documentation with maximum effort.https://www.kdnuggets.com/2022/12/make-documenting-code-easier.html
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We Don’t Need Data Scientists, We Need Data Engineers
As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.https://www.kdnuggets.com/2021/02/dont-need-data-scientists-need-data-engineers.html
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How to Use Analytics to Accelerate Business Growth?
Many organizations are establishing a Data Analytics team to reap the benefits of their key strategic asset i.e. data. The post explains how you can leverage the power of analytics to understand the end user and generate actionable insights.https://www.kdnuggets.com/2022/12/analytics-accelerate-business-growth.html
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Five Ways to do Conditional Filtering in Pandas
Learn five ways to perform conditional filtering with Pandas to help slice and dice your data.https://www.kdnuggets.com/2022/12/five-ways-conditional-filtering-pandas.html
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3 Free Machine Learning Courses for Beginners
Begin your machine learning career with free courses by Georgia Tech, Stanford, and Fast AI.https://www.kdnuggets.com/2022/12/3-free-machine-learning-courses-beginners.html
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The 5 Rules For Good Data Science Project Documentation
Once data scientist finishes building the project, they will need to do the task that most of us hate that is documenting the code.https://www.kdnuggets.com/2022/12/5-rules-good-data-science-project-documentation.html
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Learn modern forecasting techniques to help predict future business outcomes
Help optimize business processes by predicting future outcomes using time series forecasting techniques. How? Join other professionals and learn from leading experts Tim Januschowski and Jan Gasthaus in their live online course starting January 17.https://www.kdnuggets.com/2022/12/sphere-learn-modern-forecasting-techniques-help-predict-future-business-outcomes.html
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Memory Complexity with Transformers
What’s the problem with running a transformer model on a book with 1 million tokens? What can be a solution to this problem?https://www.kdnuggets.com/2022/12/memory-complexity-transformers.html
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What are Moment-Generating Functions?
A brief overview of what moment-generating functions are and how they are used in probability and statistics.https://www.kdnuggets.com/2022/12/momentgenerating-functions.html
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The Complete Machine Learning Study Roadmap
Find out where you need to be to start your Machine Learning journey and what you need to do to succeed in the field.https://www.kdnuggets.com/2022/12/complete-machine-learning-study-roadmap.html
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KDnuggets News, December 7: Top 10 Data Science Myths Busted • 4 Useful Intermediate SQL Queries for Data Science
Top 10 Data Science Myths Busted • 4 Useful Intermediate SQL Queries for Data Science • Scikit-Learn Cheat Sheet for Machine Learning • How I got 4 Data Science Offers and Doubled my Income 2 Months after being Laid off • 8 Best Python Image Manipulation Toolshttps://www.kdnuggets.com/2022/n47.html
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4 Useful Intermediate SQL Queries for Data Science
SQL is the essential language for developers, engineers, and data professionals. Intermediate knowledge in SQL gives you an edge in your data science career.https://www.kdnuggets.com/2022/12/4-useful-intermediate-sql-queries-data-science.html
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7 Essential Cheat Sheets for Data Engineering
Learn about the data life cycle, PySpark, dbt, Kafka, BigQuery, Airflow, and Docker.https://www.kdnuggets.com/2022/12/7-essential-cheat-sheets-data-engineering.html
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How to Prepare for a Data Science Interview
When interviewing for a data scientist, it’s crucial to know how and what to prepare to be successful. But success also lies in knowing what not to prepare.https://www.kdnuggets.com/2022/12/prepare-data-science-interview.html
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How Artificial Intelligence Will Change Mobile Apps
There are numerous ways in which Artificial Intelligence (AI) will change the way we use mobile apps. As more and more users shift towards tablet computers and various mobile platforms, developers are coming up with new ideas for improving user experience. AI holds many key factors for the future of mobile app development and could indeed prove to be a game changer on almost all fronts.https://www.kdnuggets.com/2022/12/artificial-intelligence-change-mobile-apps.html
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A Brief Introduction to Kalman Filters
What you can’t observe, you ought to estimate. Human evolution is based on this keen interest in measurement. But what are the quantities or phenomena which you can’t observe or measure with certainty? Learn this and more about Kalman Filter which is the most widely used algorithm to estimate a true quantity.https://www.kdnuggets.com/2022/12/brief-introduction-kalman-filters.html
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Top Posts November 28 – December 4: The Complete Data Engineering Study Roadmap
The Complete Data Engineering Study Roadmap • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Top 10 Data Science Myths Busted • What is Chebychev’s Theorem and How Does it Apply to Data Science? • Scikit-learn for Machine Learning Cheatsheethttps://www.kdnuggets.com/2022/12/top-posts-week-1128-1204.html
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Introduction to Data Visualization Using Matplotlib
Data Visualization is an important aspect of Data Science that enables the data to speak for itself by uncovering the hidden details. Follow this guide to get started with Matplotlib which is one of the most widely used plotting libraries in Python.https://www.kdnuggets.com/2022/12/introduction-data-visualization-matplotlib.html
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Sky’s the Limit: Learn how JetBlue uses Monte Carlo and Snowflake to build trust in data and improve model accuracy
Join JetBlue on 12/8 10AM PT to learn how their data engineering team achieves end-to-end coverage in their Snowflake data warehouse with the power of Monte Carlo and data observability.https://www.kdnuggets.com/2022/12/monte-carlo-jetblue-snowflake-build-trust-improve-model-accuracy.html
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How Machine Learning Can Benefit Online Learning
Personalized learning, smart grading, skill gap assessment, and better ROI: The importance of incorporating Machine Learning in Online Learning cannot be overstated.https://www.kdnuggets.com/2022/12/machine-learning-benefit-online-learning.html
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Top 10 Data Science Myths Busted
The data science field is full of job opportunities, yet there is still a lot of confusion about what data scientists actually do. This confusion is largely due to the many myths that exist about the role of a data scientist. In this article, we will bust the top 10 myths about data science. By the end of this article, you will have a better understanding of the role of a data scientist and what it takes to be one.https://www.kdnuggets.com/2022/12/top-10-data-science-myths-busted.html
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3 Approaches to Data Imputation
Learn about data imputation and 3 ways in which to implement it using Python.https://www.kdnuggets.com/2022/12/3-approaches-data-imputation.html
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How Can Python Be Used for Data Visualization?
This article discusses the different python libraries used for data visualization with examples.https://www.kdnuggets.com/2022/12/python-used-data-visualization.html
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How I Got 4 Data Science Offers and Doubled My Income 2 Months After Being Laid Off
In this blog, I shared my story on getting 4 data science job offers including Airbnb, Lyft and Twitter after being laid off. Any data scientist who was laid off due to the pandemic or who is actively looking for a data science position can find something here to which they can relate.https://www.kdnuggets.com/2021/01/data-science-offers-doubled-income-2-months.html
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Getting Started with PyTorch Lightning
Introduction to PyTorch Lightning and how it can be used for the model building process. It also provides a brief overview of the PyTorch characteristics and how they are different from TensorFlow.https://www.kdnuggets.com/2022/12/getting-started-pytorch-lightning.html
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How to Democratize AI/ML and Data Science with AI-generated Synthetic Data
Synthetic data generation is a solution that allows citizen data scientists and auto ML users to quickly and safely create and use business-critical data assets. Benefits go beyond democratizing data access, and even those with privileged data access build synthetic data generators into their workflows.https://www.kdnuggets.com/2022/11/mostly-ai-democratize-aiml-data-science-aigenerated-synthetic-data.html
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8 Best Python Image Manipulation Tools
Want to extract underlying data from images? This article lists some of the best Python image manipulation tools that help you transform images.https://www.kdnuggets.com/2022/11/8-best-python-image-manipulation-tools.html
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Data Science Projects That Can Help You Solve Real World Problems
The best way to learn Data Science is by solving real-world problems with the data and building your own portfolio. In this article, we will discuss three projects that you can work on to build your portfolio and impress interviewers.https://www.kdnuggets.com/2022/11/data-science-projects-help-solve-real-world-problems.html
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KDnuggets News, November 30: What is Chebychev’s Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet
What is Chebychev's Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet • The Complete Data Engineering Study Roadmap • 10 Amazing Machine Learning Visualizations You Should Know in 2023 • 7 SQL Concepts Needed for Data Sciencehttps://www.kdnuggets.com/2022/n46.html
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Black Friday Deal – Master Machine Learning for Less with DataCamp
Secure major savings on DataCamp’s Black Friday deal and Cyber Monday deal!https://www.kdnuggets.com/2022/11/datacamp-black-friday-deal-master-machine-learning-less-datacamp.html
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What Google Recommends You do Before Taking Their Machine Learning or Data Science Course
First steps to learning data science & machine learning are the foundations.https://www.kdnuggets.com/2021/10/google-recommends-before-machine-learning-data-science-course.html
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Comparing Linear and Logistic Regression
Discussion on an entry-level data science interview question.https://www.kdnuggets.com/2022/11/comparing-linear-logistic-regression.html
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An Introduction to SMOTE
Improve the model performance by balancing the dataset using the synthetic minority oversampling technique.https://www.kdnuggets.com/2022/11/introduction-smote.html
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What is a Function?
This guide will help you understand the concepts of Javascript functions and their structure.https://www.kdnuggets.com/2022/11/function.html
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The Complete Data Engineering Study Roadmap
Everything you need to know to start your career in Data Engineering.https://www.kdnuggets.com/2022/11/complete-data-engineering-study-roadmap.html
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The Inescapable Conclusion: Machine Learning Is Not Like Your Brain
The final article in this nine-part series summarizes the many reasons why Machine Learning is not like your brain - along with a few similarities.https://www.kdnuggets.com/2022/11/inescapable-conclusion-machine-learning-like-brain.html
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Multimodal Grounded Learning with Vision and Language
How to enable AI models to have similar capabilities: to communicate, to ground, and to learn from language.https://www.kdnuggets.com/2022/11/multimodal-grounded-learning-vision-language.html
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What is Chebychev’s Theorem and How Does it Apply to Data Science?
Chebyshev’s Theorem applies to every data set and is heavily used by Statisticians, Data Scientists, and Machine Learning Engineers.https://www.kdnuggets.com/2022/11/chebychev-theorem-apply-data-science.html
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Linux for Data Science Cheatsheet
KDnuggets is back with another exclusive cheatsheet, this time sharing a Linux quick reference for data science.https://www.kdnuggets.com/2022/11/linux-data-science-cheatsheet.html
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How Much Math Do You Need in Data Science?
There exist so many great computational tools available for Data Scientists to perform their work. However, mathematical skills are still essential in data science and machine learning because these tools will only be black-boxes for which you will not be able to ask core analytical questions without a theoretical foundation.https://www.kdnuggets.com/2020/06/math-data-science.html
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10 Amazing Machine Learning Visualizations You Should Know in 2023
Yellowbrick for creating machine learning plots with less code.https://www.kdnuggets.com/2022/11/10-amazing-machine-learning-visualizations-know-2023.html
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Telling a Great Data Story: A Visualization Decision Tree
Pick your visualizations strategically. They need to tell a story.https://www.kdnuggets.com/2021/02/telling-great-data-story-visualization-decision-tree.html
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10 Most Common Data Quality Issues and How to Fix Them
Ensuring data quality guarantees more data-informed decisions. Hence, this article highlights the common data quality issues and ways to overcome them.https://www.kdnuggets.com/2022/11/10-common-data-quality-issues-fix.html
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SHAP: Explain Any Machine Learning Model in Python
A Comprehensive Guide to SHAP and Shapley Valueshttps://www.kdnuggets.com/2022/11/shap-explain-machine-learning-model-python.html
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Picking Examples to Understand Machine Learning Model
Understanding ML by combining explainability and sample picking.https://www.kdnuggets.com/2022/11/picking-examples-understand-machine-learning-model.html
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Top Posts November 14-20: Git for Data Science Cheatsheet
Git for Data Science Cheatsheet • 6 Best Free Online Courses to Learn Python and Boost Your Career • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • How LinkedIn Uses Machine Learning To Rank Your Feed • 7 SQL Concepts You Should Know For Data Sciencehttps://www.kdnuggets.com/2022/11/top-posts-week-1114-1120.html
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Announcing a Blog Writing Contest, Winner Gets an NVIDIA GPU!
KDnuggets and NVIDIA are announcing a blog-writing contest with a GPU focus, with the winner receiving an RTX 3080 Ti GPU!https://www.kdnuggets.com/2022/11/blog-writing-contest-nvidia-gpu.html
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How to Use Graph Theory to Scout Soccer
Take Soccer Analytics to the Next Level with Graph Theory: Here’s What to Know and How to Do It.https://www.kdnuggets.com/2022/11/graph-theory-scout-soccer.html
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New From Anaconda! Data Science Training and Cloud Hosted Notebooks
Anaconda is incredibly excited to announce the release of a brand-new suite of products on the Anaconda Nucleus platform: Anaconda Notebooks and Anaconda Learning.https://www.kdnuggets.com/2022/11/anaconda-new-anaconda-data-science-training-cloud-hosted-notebooks.html
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Introduction to Pandas for Data Science
The Pandas library is core to any Data Science work in Python. This introduction will walk you through the basics of data manipulating, and features many of Pandas important features.https://www.kdnuggets.com/2020/06/introduction-pandas-data-science.html
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7 SQL Concepts You Should Know For Data Science
The post explains all the key elements of SQL that you must know as a data science practitioner.https://www.kdnuggets.com/2022/11/7-sql-concepts-needed-data-science.html
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Research Papers for NLP Beginners
Read research papers on neural models, word embedding, language modeling, and attention & transformers.https://www.kdnuggets.com/2022/11/research-papers-nlp-beginners.html
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Geocoding in Python: A Complete Guide
A step-by-step tutorial on geocoding with Pythonhttps://www.kdnuggets.com/2022/11/geocoding-python-complete-guide.html
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9 Free Resources to Master Python
Python is the most popular general-purpose language and you can learn it for free.https://www.kdnuggets.com/2022/11/9-free-resources-master-python.html
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How to Setup Julia on Jupyter Notebook
Learn three simple steps to install Julia for Jupyter Notebook and write your first data visualization code.https://www.kdnuggets.com/2022/11/setup-julia-jupyter-notebook.html
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What To Expect for AI Quality Trends In 2023
Based on the recent discussions with dozens of Fortune 500 data science teams, we can expect to see a continued spotlight on AI model quality in 2023.https://www.kdnuggets.com/2022/11/expect-ai-quality-trends-2023.html
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KDnuggets Top Posts for October 2022: 10 Cheat Sheets You Need To Ace Data Science Interview
10 Cheat Sheets You Need To Ace Data Science Interview • 7 Free Platforms for Building a Strong Data Science Portfolio • The Complete Free PyTorch Course for Deep Learning • 3 Valuable Skills That Have Doubled My Income as a Data Scientist • 25 Advanced SQL Interview Questions for Data Scientists • A Data Science Portfolio That Will Land You The Job in 2022 • Top Free Git GUI Clients for Beginners • Essential Books You Need to Become a Data Engineerhttps://www.kdnuggets.com/2022/11/top-posts-october-2022.html
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If I Had To Start Learning Data Science Again, How Would I Do It?
While different ways to learn Data Science for the first time exist, the approach that works for you should be based on how you learn best. One powerful method is to evolve your learning from simple practice into complex foundations, as outlined in this learning path recommended by a physicist who turned into a Data Scientist.https://www.kdnuggets.com/2020/08/start-learning-data-science-again.html
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KDnuggets News, November 16: How LinkedIn Uses Machine Learning • Confusion Matrix, Precision, and Recall Explained
How LinkedIn Uses Machine Learning To Rank Your Feed • Confusion Matrix, Precision, and Recall Explained • Matrix Multiplication for Data Science (or Machine Learning) • Machine Learning from scratch: Decision Trees • 7 Python Projects for Beginnershttps://www.kdnuggets.com/2022/n45.html
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Git for Data Science Cheatsheet
Knowing git is no longer an option for data professionals. Grab this handy reference sheet now and make sure you know how to git the job done.https://www.kdnuggets.com/2022/11/git-data-science-cheatsheet.html
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6 Best Free Online Courses to Learn Python and Boost Your Career
The demand for Data Scientists who are proficient in Python is at an all time high. Python has helped people boost their careers in finance, consulting, research, software tech, and robotics. Explore 6 courses designed to help you learn Python.https://www.kdnuggets.com/2022/11/corise-6-best-free-online-courses-python-boost-career.html
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Efficiency Spells the Difference Between Biological Neurons and Their Artificial Counterparts
Part 8 of the series explores a single facet of biological neurons which, so far, have kept them way ahead of their artificial counterparts: their efficiency.https://www.kdnuggets.com/2022/11/efficiency-spells-difference-biological-neurons-artificial-counterparts.html
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Top Data Analyst Certification Courses for 2022
Top certification courses by IBM, Edureka, DataCamp, Udacity, and Google.https://www.kdnuggets.com/2022/11/top-data-analyst-certification-courses-2022.html
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5 Linguistics Courses for NLP Practitioners
This collection of 5 courses is intended to help NLP practitioners or hopefuls acquire some of their lacking linguistics knowledge.https://www.kdnuggets.com/2022/11/5-linguistics-courses-nlp-practitioners.html
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How LinkedIn Uses Machine Learning To Rank Your Feed
In this post, you will learn to clarify business problems & constraints, understand problem statements, select evaluation metrics, overcome technical challenges, and design high-level systems.https://www.kdnuggets.com/2022/11/linkedin-uses-machine-learning-rank-feed.html
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A Quick Overview of Voronoi Diagrams
If you've heard of Voronoi diagrams but don't klnow what they are, have a look at this quick and informative overview.https://www.kdnuggets.com/2022/11/quick-overview-voronoi-diagrams.html
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5 Ways of Filtering Python Lists
Filter the list elements using for loop, list comprehension, regex, filter(), and lambda functions.https://www.kdnuggets.com/2022/11/5-ways-filtering-python-lists.html
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Machine Learning from Scratch: Decision Trees
A simple explanation and implementation of DTs ID3 algorithm in Pythonhttps://www.kdnuggets.com/2022/11/machine-learning-scratch-decision-trees.html
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Matrix Multiplication for Data Science (or Machine Learning)
Learn the math behind matrix multiplication for data science and machine learning with code examples.https://www.kdnuggets.com/2022/11/matrix-multiplication-data-science-machine-learning.html
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How To Create An Effective AI Strategy
This post elaborates on various factors that go into consideration while prioritizing various AI initiatives.https://www.kdnuggets.com/2022/11/create-effective-ai-strategy.html
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Understanding Bias-Variance Trade-Off in 3 Minutes
This article is the write-up of a Machine Learning Lighting Talk, intuitively explaining an important data science concept in 3 minutes.https://www.kdnuggets.com/2020/09/understanding-bias-variance-trade-off-3-minutes.html
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Getting Started with PyCaret
An open-source low-code machine learning library for training and deploying the models in production.https://www.kdnuggets.com/2022/11/getting-started-pycaret.html
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7 Python Projects for Beginners
Simple and fun Python projects to get experience and build a strong portfolio.https://www.kdnuggets.com/2022/11/7-python-projects-beginners.html