- More Data Science Cheatsheets - Dec 30, 2022.
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.
Data Science
- Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science - Dec 30, 2022.
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.
Career Advice
- Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning - Dec 29, 2022.
This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.
Python
- The Zen of Python - Dec 29, 2022.
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.
Python
- Key Data Science, Machine Learning, AI and Analytics Developments of 2022 - Dec 29, 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.
News
- 24 Best (and Free) Books To Understand Machine Learning - Dec 28, 2022.
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.
Machine Learning
- A Guide to Train an Image Classification Model Using Tensorflow - Dec 28, 2022.
Classify images at scale and with very high accuracy with the advent of machine learning and deep learning algorithms.
Computer Vision
- 5 Tasks To Automate With Python - Dec 27, 2022.
Here are 5 tasks you can automate with Python, and how to do it.
Python
- Python String Methods - Dec 27, 2022.
Learn Python String methods to get better at writing efficient and elegant code.
Python
- Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright - Dec 25, 2022.
Want to know how Santa might use data science to make his job easier? So did we, so we asked ChatGPT. Read on to find out what it said.
Data Science
- The Importance of Permutation in Neural Network Predictions - Dec 23, 2022.
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.
Machine Learning
- State of AI Report 2022: Be Prepared for Next Year - Dec 23, 2022.
Free learning material to prepare you for the world of AI in 2023.
Artificial Intelligence
- Top KDnuggets Post of 2022: Is Data Science a Dying Career? - Dec 23, 2022.
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, Explained
News
- How To Find The Best Data Science Remote Jobs - Dec 22, 2022.
Learn Why, What, and How about the best data science remote jobs.
Career Advice
- Learn Data Science From These GitHub Repositories
- Dec 22, 2022.
Kickstart your data science career with these curated GitHub repositories.
Data Science
- Getting Started with Scikit-learn for Classification in Machine Learning - Dec 21, 2022.
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.
Machine Learning
- How to Get Your First Job in Data Science without Any Work Experience - Dec 20, 2022.
Creativity, grit, and perseverance will become the three words you live by.
Career Advice
- How to Land a Senior Data Scientist Position - Dec 20, 2022.
How to differentiate yourself as a senior in data science interviews.
Career Advice
- Make Amazing Visualizations with Python Graph Gallery - Dec 20, 2022.
Use the hundreds of charts made on Python Graph Gallery to help you make your visualization.
Python
- What Can AI-Powered RPA and IA Mean For Businesses? - Dec 19, 2022.
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.
Artificial Intelligence
- 7 Super Cheat Sheets You Need To Ace Machine Learning Interview - Dec 19, 2022.
Revise the concepts of machine learning algorithms, frameworks, and methodologies to ace the technical interview round.
Machine Learning
- How To Overcome The Fear of Math and Learn Math For Data Science - Dec 16, 2022.
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."
Career Advice
- How To Collect Data For Customer Sentiment Analysis - Dec 16, 2022.
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.
Natural Language Processing
- Zero-shot Learning, Explained - Dec 16, 2022.
How you can train a model to learn and predict unseen data?
Machine Learning
- Be prepared to manage the threat with an MS in Cybersecurity from Bay Path University - Dec 15, 2022.
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.
Partners
- YOLOv5 PyTorch Tutorial - Dec 15, 2022.
Learn and train object detection model using YOLOv5.
Computer Vision
- 5 Python Projects for Data Science Portfolio - Dec 15, 2022.
Get more experience by working on web scraping, data analytics, time-series forecasting, machine learning, and deep learning projects.
Data Science
- Tuning Adam Optimizer Parameters in PyTorch - Dec 15, 2022.
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.
Machine Learning
- KDnuggets Top Posts for November 2022: What is Chebychev’s Theorem and How Does it Apply to Data Science? - Dec 15, 2022.
What is Chebychev's Theorem and How Does it Apply to Data Science? • Git for Data Science Cheatsheet • 7 SQL Concepts Needed for Data Science • The Complete Data Engineering Study Roadmap •
Linux for Data Science Cheatsheet • Confusion Matrix, Precision, and Recall Explained • 9 Free Resources to Master Python • Matrix Multiplication for Data Science (or Machine Learning)
News
- Sentiment Analysis on Encrypted Data with Homomorphic Encryption - Dec 14, 2022.
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.
Partners
- How I Tripled My Income With Data Science in 18 Months - Dec 14, 2022.
After losing the Job, I taught myself data science and tripled my income.
Career Advice
- Markdown Cheatsheet - Dec 14, 2022.
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!
Programming
- KDnuggets News, December 14: 3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap - Dec 14, 2022.
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 Documentation
News
- The Complete MLOps Study Roadmap - Dec 14, 2022.
Kickstart your career as an MLOps Engineer with this study roadmap.
MLOps
- Experience the Joy of Data with DataCamp - Dec 13, 2022.
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.
Partners
- How to Anonymise Places in Python - Dec 13, 2022.
A ready-to-run code which identifies and anonymises places, based on the GeoNames database.
Python
- Free Intermediate Python Programming Crash Course - Dec 13, 2022.
Master the basics of python with this free crash course.
Python
- Top 5 NLP Cheat Sheets for Beginners to Professional - Dec 13, 2022.
The cheat sheets cover various NLP techniques, tasks, algorithms, frameworks, and analytics.
Natural Language Processing
- Top Posts December 5-11: 4 Useful Intermediate SQL Queries for Data Science - Dec 12, 2022.
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 Data
News
- How to Set Yourself Apart from Other Applicants with Data-Centric AI - Dec 12, 2022.
This article is designed to help you prepare for the job market and get yourself noticed in the industry.
Machine Learning
- From Data to Verse: KDnuggets and ChatGPT in Conversation - Dec 12, 2022.
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.
Artificial Intelligence
- How to Make Documenting Code Easier - Dec 12, 2022.
Helping programmers write better code documentation with maximum effort.
Programming
- We Don’t Need Data Scientists, We Need Data Engineers - Dec 9, 2022.
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.
Career Advice
- How to Use Analytics to Accelerate Business Growth? - Dec 9, 2022.
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.
Data Science
- Five Ways to do Conditional Filtering in Pandas - Dec 8, 2022.
Learn five ways to perform conditional filtering with Pandas to help slice and dice your data.
Python
- 3 Free Machine Learning Courses for Beginners - Dec 8, 2022.
Begin your machine learning career with free courses by Georgia Tech, Stanford, and Fast AI.
Machine Learning
- The 5 Rules For Good Data Science Project Documentation - Dec 8, 2022.
Once data scientist finishes building the project, they will need to do the task that most of us hate that is documenting the code.
Programming
- Learn modern forecasting techniques to help predict future business outcomes - Dec 7, 2022.
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.
Partners
- Memory Complexity with Transformers - Dec 7, 2022.
What’s the problem with running a transformer model on a book with 1 million tokens? What can be a solution to this problem?
Machine Learning
- What are Moment-Generating Functions? - Dec 7, 2022.
A brief overview of what moment-generating functions are and how they are used in probability and statistics.
Data Science
- The Complete Machine Learning Study Roadmap - Dec 7, 2022.
Find out where you need to be to start your Machine Learning journey and what you need to do to succeed in the field.
Machine Learning
- KDnuggets News, December 7: Top 10 Data Science Myths Busted • 4 Useful Intermediate SQL Queries for Data Science - Dec 7, 2022.
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 Tools
News
- 4 Useful Intermediate SQL Queries for Data Science - Dec 6, 2022.
SQL is the essential language for developers, engineers, and data professionals. Intermediate knowledge in SQL gives you an edge in your data science career.
SQL
- 7 Essential Cheat Sheets for Data Engineering - Dec 6, 2022.
Learn about the data life cycle, PySpark, dbt, Kafka, BigQuery, Airflow, and Docker.
Data Engineering
- How to Prepare for a Data Science Interview - Dec 6, 2022.
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.
Career Advice
- How Artificial Intelligence Will Change Mobile Apps - Dec 5, 2022.
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.
Artificial Intelligence
- A Brief Introduction to Kalman Filters - Dec 5, 2022.
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.
Data Science
- Top Posts November 28 – December 4: The Complete Data Engineering Study Roadmap - Dec 5, 2022.
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 Cheatsheet
News
- Introduction to Data Visualization Using Matplotlib - Dec 5, 2022.
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.
Data Science
- Sky’s the Limit: Learn how JetBlue uses Monte Carlo and Snowflake to build trust in data and improve model accuracy - Dec 2, 2022.
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.
Partners
- How Machine Learning Can Benefit Online Learning - Dec 2, 2022.
Personalized learning, smart grading, skill gap assessment, and better ROI: The importance of incorporating Machine Learning in Online Learning cannot be overstated.
Machine Learning
- Top 10 Data Science Myths Busted - Dec 2, 2022.
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.
Data Science
- 3 Approaches to Data Imputation - Dec 2, 2022.
Learn about data imputation and 3 ways in which to implement it using Python.
Data Science
- How Can Python Be Used for Data Visualization? - Dec 2, 2022.
This article discusses the different python libraries used for data visualization with examples.
Data Science
- move(data), The Data Practitioner Conference - Dec 1, 2022.
Join the data industry’s best and brightest on Dec 7 and 8 at the move(data) conference, and check out the 20+ lightning talks. Claim your ticket today!
Partners
- How I Got 4 Data Science Offers and Doubled My Income 2 Months After Being Laid Off - Dec 1, 2022.
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.
Career Advice
- Getting Started with PyTorch Lightning - Dec 1, 2022.
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.
Machine Learning
- Scikit-learn for Machine Learning Cheatsheet - Dec 1, 2022.
The latest KDnuggets exclusive cheatsheet covers the essentials of machine learning with Scikit-learn.
Machine Learning
