JetBrains·1yBooks for Beginner Programmers: Part 2
This post provides a curated list of essential programming books for beginners, covering popular languages such as Python, Java, Kotlin, C, Rust, and JavaScript. Each book is chosen to help new learners get comfortable with their chosen programming language through practical exercises, real-world examples, and engaging formats. Additionally, it suggests further resources for deeper dives into specific languages.
JetBrains·1yIntroduction to Sentiment Analysis in Python
Sentiment analysis in Python helps determine the emotional tone of text using natural language processing (NLP). The post reviews several sentiment analysis techniques and Python packages, including VADER, TextBlob, NLTK, spaCy, and Hugging Face Transformers. It highlights the advantages and limitations of these methods and showcases how PyCharm can simplify working with these tools and visualizing results for better data interpretation.
JetBrains·1yFleet 1.44 Is Here With New UI, Zig Language Support, and More Enhancements
Fleet 1.44 introduces a new UI with enhanced navigation, Zig language support with various coding assistance features, notifications for missing Android SDK in Kotlin Multiplatform projects, smoother caret animation, and several bug fixes including issues with dev containers, remote workspaces, and documentation popups.
JetBrains·1yThe State of Data Science 2024: 6 Key Data Science Trends
JetBrains and the Python Software Foundation's latest Python Developer Survey highlights key trends in data science for 2024. pandas remains the top choice for data processing, while Polars is gaining popularity. Popular data visualization tools include Plotly Dash, Streamlit, and the emerging HoloViz Panel. In the realm of machine learning, scikit-learn and PyTorch are prominent players. For MLOps, tools like Docker and TensorBoard are essential, though newer tools like MLflow are on the rise. The article also covers the importance of managing big data using tools like Spark and Databricks. PyCharm offers a range of features to support data science projects, from data processing and visualization to model deployment and integration with Hugging Face models.
JetBrains·1yThe State of Python 2024
Michael Kennedy, founder of Talk Python and PSF Fellow, shares insights from the 2023 Python Developers Survey and discusses key trends for 2024, including the broad adoption of Python, the prevalence of new developers, the dominance of Flask, Django, and FastAPI in web development, and the growing use of containers. The post also emphasizes the importance of diverse learning channels and recent improvements in Python packaging technology.
JetBrains·1yAI Inspires Learners, IDEs Drive Them: Computer Science Education Trends 2024
The 2024 Computer Science Learning Curve Survey by JetBrains reveals that AI is attracting new learners, with many appreciating AI-powered translation tools. Contrary to common belief, many beginners prefer using IDEs over simpler tools. QA roles, although undervalued, have significant female representation. Passion drives learners more than salary, with hands-on projects being crucial. Women prioritize flexible learning environments, and there is a noticeable trend of career switching into tech among older adults.