Learn to cook delicious and fun recipes in Python. codes that will help you grow in the programming environment using this wonderful language.
Some of the recipes you will create will be related to: Algorithms, classes, flow control, functions, design patterns, regular expressions, working with databases, and many more things.
Learning these recipes will give you a lot of confidence when you are creating great programs and you will have β¦
ΠΠΎΠΏΡΠ»ΡΡΠ½ΠΎΡΡΡ ΡΠ·ΡΠΊΠ° ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Python ΠΏΠΎΡΡΠΎΡΠ½Π½ΠΎ ΡΠ°ΡΡΠ΅Ρ, ΠΏΠΎΡΡΠΎΠΌΡ Π΅Π³ΠΎ ΠΈΠ·ΡΡΠ΅Π½ΠΈΠ΅ ΡΠ²Π»ΡΠ΅ΡΡΡ ΡΠ΄Π°ΡΠ½ΠΎΠΉ ΠΈΠ½Π²Π΅ΡΡΠΈΡΠΈΠ΅ΠΉ Π² ΡΠ΅Π±Ρ. Π’Π°ΠΊΠΈΠ΅ ΠΈΠ½Π²Π΅ΡΡΠΈΡΠΈΠΈ, ΠΊΠ°ΠΊ ΠΈΠ·Π²Π΅ΡΡΠ½ΠΎ, Π²ΡΠ΅Π³Π΄Π° Π½Π°ΠΈΠ±ΠΎΠ»Π΅Π΅ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½Ρ.
Π ΠΊΠ½ΠΈΠ³Π΅ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ Π±Π°Π·ΠΎΠ²ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ, ΠΏΠΎΠ΄Ρ
ΠΎΠ΄Ρ ΠΈ ΠΊΠΎΠ½ΡΡΡΡΠΊΡΠΈΠΈ, Π²Π°ΠΆΠ½ΡΠ΅ Π΄Π»Ρ ΠΏΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΡ ΠΏΡΠΈΠ½ΡΠΈΠΏΠΎΠ² ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΡΠ·ΡΠΊΠ° Python Π½Π° ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅. ΠΠ°ΡΠ΅ΡΠΈΠ°Π» ΠΎΡ Π³Π»Π°Π²Ρ ΠΊ Π³Π»Π°Π²Π΅ ΠΏΠΎΡΡΠ΅ΠΏΠ΅Π½Π½ΠΎ ΡΡΠ»ΠΎΠΆΠ½ΡΠ΅ΡΡΡ. ΠΠ΅ΠΊΠΎΡΠΎΡΡΠ΅ Π²Π°ΠΆΠ½ΡΠ΅ ΠΌΠΎΠΌΠ΅Π½ΡΡ Π΄ΠΎΡΡΠ°ΡΠΎΡΠ½ΠΎ ΡΠ°ΡΡΠΎ ΠΏΠΎΠ²ΡΠΎΡΡΡΡΡΡ (Π² ΡΠ°Π·Π½ΠΎΠΌ ΠΊΠΎΠ½ΡΠ΅ΠΊΡΡΠ΅), ΠΎΡΠΎΠ±Π΅Π½Π½ΠΎ Π² Π½Π°ΡΠ°Π»ΡΠ½ΡΡ
Π³Π»Π°Π²Π°Ρ
. ΠΠ½ΠΎΠ³Π΄Π° ΠΏΠΎΡ
ΠΎΠΆΠΈΠ΅ Π·Π°Π΄Π°ΡΠΈ ΡΠ΅ΡΠ°ΡΡΡΡ ΡΠ°Π·Π½ΡΠΌΠΈ ΠΌΠ΅ΡΠΎΠ΄Π°ΠΌΠΈ. ΠΡΠ΅ ΡΡΠΎ ΡΠ΄Π΅Π»Π°Π½ΠΎ β¦
Whether you're a data novice or an experienced pro looking to do more work, faster, Starting Data Analytics with Generative AI and Python is here to help simplify and speed up your data analysis! Written by a pair of world-class data scientists and an experienced risk manager, the book concentrates on the practical analytics tasks you'll do every day.
Inside Starting Data Analytics with Generative AI and Python you’ll learn how β¦
ΠΡΠ΅Π΄ΡΡΠ°Π²ΡΡΠ΅, ΡΡΠΎ Π²Ρ Π½Π΅ ΠΏΡΠΎΡΡΠΎ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΡΠ΅ΡΠ΅, Π° ΡΠΎΠ·Π΄Π°Π΅ΡΠ΅ ΡΠ»Π΅Π³Π°Π½ΡΠ½ΡΠ΅ ΡΠ΅ΡΠ΅Π½ΠΈΡ, ΠΎΠ±Π»Π°Π΄Π°Ρ Π³Π»ΡΠ±ΠΎΠΊΠΈΠΌ ΠΏΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ΠΌ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΈ ΡΡΡΡΠΊΡΡΡ Π΄Π°Π½Π½ΡΡ . ΠΡΠΊΡΠΎΠΉΡΠ΅ ΠΆΠ΅ ΠΌΠΎΡΡ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΠΌΡΡΠ»Π΅Π½ΠΈΡ Ρ ΠΏΠΎΠΌΠΎΡΡΡ Python. Π Π°Π·Π±Π΅ΡΠΈΡΠ΅ΡΡ Π² Π°Π»Π³ΠΎΡΠΈΡΠΌΠ°Ρ ΠΈ ΡΡΡΡΠΊΡΡΡΠ°Ρ Π΄Π°Π½Π½ΡΡ Ρ Π½ΡΠ»Ρ Π΄ΠΎ ΠΏΡΠΎΠ΄Π²ΠΈΠ½ΡΡΠΎΠ³ΠΎ ΡΡΠΎΠ²Π½Ρ ΠΈ ΠΏΡΠΈΠΌΠ΅Π½ΡΠΉΡΠ΅ Π·Π½Π°Π½ΠΈΡ Π² ΡΠ΅Π°Π»ΡΠ½ΠΎΠΌ ΠΌΠΈΡΠ΅. ΠΠ΅ΠΌ Π±Ρ Π²Ρ Π½ΠΈ Π±ΡΠ»ΠΈ — Π½Π°ΡΠΈΠ½Π°ΡΡΠΈΠΌ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΡΠΎΠΌ, ΠΎΠΏΡΡΠ½ΡΠΌ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠΎΠΌ, ΠΆΠ΅Π»Π°ΡΡΠΈΠΌ ΡΠ°ΡΡΠΈΡΠΈΡΡ Π·Π½Π°Π½ΠΈΡ, ΠΈΠ»ΠΈ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΠΎΠΌ Ρ Π½Π΅ΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΈΠΌ ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ, ΠΈΠ½ΡΠ΅ΡΠ΅ΡΡΡΡΠΈΠΌΡΡ Π°Π½Π°Π»ΠΈΠ·ΠΎΠΌ Π΄Π°Π½Π½ΡΡ , — ΠΊΠ½ΠΈΠ³Π° ΠΏΠΎΠΌΠΎΠΆΠ΅Ρ ΡΠ»ΡΡΡΠΈΡΡ ΠΏΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΠΈ β¦
Π ΡΡΡΠΊΠΈΠΉ PDFΠΠΎΠΊΠ°Π·Π°Π½Ρ ΠΎΡΠ½ΠΎΠ²Ρ ΡΠ°Π±ΠΎΡΡ Π½Π° Python, Π° ΡΠ°ΠΊΠΆΠ΅ Π΄Π²Π° Π΅Π³ΠΎ ΠΎΡΠ½ΠΎΠ²Π½ΡΡ ΠΎΡΠ²Π΅ΡΠ²Π»Π΅Π½ΠΈΡ – Π²Π΅Π±-ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠ° Π½Π° Django ΠΈ ΠΎΠ±Π»Π°ΡΡΡ ΠΏΡΠΈΠΊΠ»Π°Π΄Π½ΠΎΠ³ΠΎ ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΠ°, ΡΠ²Π»ΡΡΡΠ°ΡΡΡ ΡΠ°ΡΡΡΡ Data Science. ΠΠ»Ρ ΡΡΡΠ΄Π΅Π½ΡΠΎΠ² ΠΈ ΡΠΎΡΡΡΠ΄Π½ΠΈΠΊΠΎΠ² Π²ΡΡΡΠΈΡ ΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΈΡ ΡΡΠ΅Π±Π½ΡΡ Π·Π°Π²Π΅Π΄Π΅Π½ΠΈΠΉ, Π° ΡΠ°ΠΊΠΆΠ΅ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΠΎΠ² ΠΏΡΠΈΠΊΠ»Π°Π΄Π½ΠΎΠΉ ΡΡΠ΅ΡΡ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ .
Π ΡΡΡΠΊΠΈΠΉ PDFΠΠΎΠ³Π΄Π° Π½ΡΠΆΠ½ΠΎ, ΡΡΠΎΠ±Ρ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠ° ΡΠ°Π±ΠΎΡΠ°Π»Π° Π±ΡΡΡΡΠΎ ΠΈ Π·Π°Π½ΠΈΠΌΠ°Π»Π° ΠΏΠΎΠΌΠ΅Π½ΡΡΠ΅ ΠΏΠ°ΠΌΡΡΠΈ, ΠΏΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΡΠ½ΠΎΠ³ΠΎ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΡΠ° Π²ΡΡΡΡΠ°ΡΡ Π·Π½Π°Π½ΠΈΠ΅ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΈ ΠΏΡΠ°ΠΊΡΠΈΠΊΠ° ΠΈΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ. ΠΡΠ° ΠΊΠ½ΠΈΠ³Π° — ΠΊΠ°ΠΊ ΡΠ°Π· ΠΏΡΠΎ ΠΏΡΠ°ΠΊΡΠΈΠΊΡ. ΠΠ΅ Π°Π²ΡΠΎΡ, ΠΠΆΠΎΡΠ΄ΠΆ Π₯Π°ΠΉΠ½Π΅ΠΌΠ°Π½, ΠΏΡΠ΅Π΄Π»Π°Π³Π°Π΅Ρ ΠΊΡΠ°ΡΠΊΠΎΠ΅, Π½ΠΎ ΡΠ΅ΡΠΊΠΎΠ΅ ΠΈ ΠΏΠΎΡΠ»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»ΡΠ½ΠΎΠ΅ ΠΎΠΏΠΈΡΠ°Π½ΠΈΠ΅ ΠΎΡΠ½ΠΎΠ²Π½ΡΡ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ², ΠΊΠΎΡΠΎΡΡΠ΅ ΠΌΠΎΠΆΠ½ΠΎ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ Π² Π±ΠΎΠ»ΡΡΠΈΠ½ΡΡΠ²Π΅ ΡΠ·ΡΠΊΠΎΠ² ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ. Π ΡΠΎΠΌ, ΠΊΠ°ΠΊΠΈΠΌΠΈ ΠΌΠ΅ΡΠΎΠ΄Π°ΠΌΠΈ ΡΠ΅ΡΠ°ΡΡΡΡ ΡΠ°Π·Π»ΠΈΡΠ½ΡΠ΅ Π²ΡΡΠΈΡΠ»ΠΈΡΠ΅Π»ΡΠ½ΡΠ΅ Π·Π°Π΄Π°ΡΠΈ, ΡΡΠΎΠΈΡ Π·Π½Π°ΡΡ ΠΈ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ°ΠΌ, ΠΈ ΡΠ΅ΡΡΠΈΡΠΎΠ²ΡΠΈΠΊΠ°ΠΌ, ΠΈ ΠΈΠ½ΡΠ΅Π³ΡΠ°ΡΠΎΡΠ°ΠΌ.
Π ΡΡΡΠΊΠΈΠΉ PDFDigital signal processing deals with extraction of useful information from signals. Signal processing algorithms help observe, analyse and transform signals. The objective of this book is to develop signal processing algorithms using Python. Python is an interpreted, object-oriented high-level programming language widely used in various software development fields such as data science, machine learning, web development and more.
Digital Signal Laboratory is playing an important role in realizing signal processing β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDF Π Π½Π°ΡΠΈ Π΄Π½ΠΈ Π»ΡΠ΄ΠΈ ΠΏΠΈΡΡΡ ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΡΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΡ ΡΠΎΠ²ΡΠ΅ΠΌ Π½Π΅ ΡΠ°ΠΊ, ΠΊΠ°ΠΊ ΡΠ°Π½ΡΡΠ΅. ΠΡΠΏΠΎΠ»ΡΠ·ΡΡ GitHub Copilot, ΠΌΠΎΠΆΠ½ΠΎ ΠΏΡΠΎΡΡΡΠΌ ΡΠ·ΡΠΊΠΎΠΌ ΠΎΠΏΠΈΡΠ°ΡΡ, ΡΡΠΎ Π΄ΠΎΠ»ΠΆΠ½Π° Π΄Π΅Π»Π°ΡΡ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠ°, Π° ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΡΠΉ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡ ΡΡΡ ΠΆΠ΅ ΡΠ³Π΅Π½Π΅ΡΠΈΡΡΠ΅Ρ Π΅Π΅.
Π£Π·Π½Π°ΠΉΡΠ΅, ΠΊΠ°ΠΊ ΡΠΎΠ·Π΄Π°Π²Π°ΡΡ ΠΈ ΡΠ»ΡΡΡΠ°ΡΡ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΡ Π½Π° Python Ρ ΠΏΠΎΠΌΠΎΡΡΡ ΠΠ, Π΄Π°ΠΆΠ΅ Π΅ΡΠ»ΠΈ ΠΏΡΠ΅ΠΆΠ΄Π΅ Π²Ρ Π½Π΅ Π½Π°ΠΏΠΈΡΠ°Π»ΠΈ Π½ΠΈ ΡΡΡΠΎΡΠΊΠΈ ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΠΎΠ³ΠΎ ΠΊΠΎΠ΄Π°. Π‘ΡΠΊΠΎΠ½ΠΎΠΌΡΡΠ΅ Π²ΡΠ΅ΠΌΡ Π½Π° ΡΡΡΠΈΠ½Π½ΠΎΠΌ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠΈ ΠΈ Π²ΠΎΡΠΏΠΎΠ»ΡΠ·ΡΠΉΡΠ΅ΡΡ ΡΡΠ»ΡΠ³Π°ΠΌΠΈ ΠΠ, ΡΠΏΠΎΡΠΎΠ±Π½ΠΎΠ³ΠΎ ΠΌΠ³Π½ΠΎΠ²Π΅Π½Π½ΠΎ Π²ΠΎΠΏΠ»ΠΎΡΠΈΡΡ Π²Π°ΡΠΈ ΠΈΠ΄Π΅ΠΈ β¦
ΠΠ·ΡΡΠ΅Π½ΠΈΠ΅ Π²ΡΠ΅Ρ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΠ΅ΠΉ Python - ΡΠ»ΠΎΠΆΠ½Π°Ρ Π·Π°Π΄Π°ΡΠ°, Π° Ρ ΡΡΠΎΠΉ ΠΊΠ½ΠΈΠ³ΠΎΠΉ Π²Ρ ΡΠΌΠΎΠΆΠ΅ΡΠ΅ ΡΠΎΡΡΠ΅Π΄ΠΎΡΠΎΡΠΈΡΡΡΡ Π½Π° ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈΡ Π½Π°Π²ΡΠΊΠ°Ρ , ΠΊΠΎΡΠΎΡΡΠ΅ Π΄Π΅ΠΉΡΡΠ²ΠΈΡΠ΅Π»ΡΠ½ΠΎ Π²Π°ΠΆΠ½Ρ. Π Π°ΡΠΊΠΎΠΏΠ°ΠΉΡΠ΅ "ΡΠΊΡΡΡΠΎΠ΅ Π·ΠΎΠ»ΠΎΡΠΎ" Π² ΡΡΠ°Π½Π΄Π°ΡΡΠ½ΠΎΠΉ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠ΅ Python ΠΈ Π½Π°ΡΠ½ΠΈΡΠ΅ ΠΏΠΈΡΠ°ΡΡ ΡΠΈΡΡΡΠΉ ΠΊΠΎΠ΄ ΡΠΆΠ΅ ΡΠ΅Π³ΠΎΠ΄Π½Ρ. .ΠΡΠ»ΠΈ Ρ Π²Π°Ρ Π΅ΡΡΡ ΠΎΠΏΡΡ ΡΠ°Π±ΠΎΡΡ ΡΠΎ ΡΡΠ°ΡΡΠΌΠΈ Π²Π΅ΡΡΠΈΡΠΌΠΈ Python, Π²Ρ ΡΠΌΠΎΠΆΠ΅ΡΠ΅ ΡΡΠΊΠΎΡΠΈΡΡ ΡΠ°Π±ΠΎΡΡ Ρ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΠΌΠΈ ΡΠ°Π±Π»ΠΎΠ½Π°ΠΌΠΈ ΠΈ ΡΡΠ½ΠΊΡΠΈΡΠΌΠΈ, ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Π½ΡΠΌΠΈ Π½Π° Python 3. .ΠΡΠ»ΠΈ Π²Ρ ΡΠ°Π±ΠΎΡΠ°Π»ΠΈ Ρ Π΄ΡΡΠ³ΠΈΠΌΠΈ ΡΠ·ΡΠΊΠ°ΠΌΠΈ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ, ΠΈ Ρ ΠΎΡΠΈΡΠ΅ ΠΏΠ΅ΡΠ΅ΠΉΡΠΈ Π½Π° Python, β¦
Π ΡΡΡΠΊΠΈΠΉ PDFAlgorithm-based trading is a popular choice for Python programmers due to its apparent simplicity. However, very few traders get the results they want, partly because they aren't able to capture the complexity of the factors that influence the market. Getting Started with Forex Trading Using Python helps you understand the market and build an application that reaps desirable results.
The book is a comprehensive guide to everything that is market-related: β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ EPUBΠΡΠ° ΠΊΠ½ΠΈΠ³Π° ΡΠ²Π»ΡΠ΅ΡΡΡ ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈΠΌ ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡΠ½ΡΠΌ Π³ΠΈΠ΄ΠΎΠΌ ΠΏΠΎ ΠΈΠ·ΡΡΠ΅Π½ΠΈΡ ΠΠ ΠΈ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ Π½Π΅ΠΉΡΠΎΡΠ΅ΡΠ΅ΠΉ. Π Π½Π΅ΠΉ Π²Ρ Π½Π°ΠΉΠ΄Π΅ΡΠ΅ ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΡ ΠΎ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ ΡΠΈΠΏΠ°Ρ Π½Π΅ΠΉΡΠΎΡΠ΅ΡΠ΅ΠΉ, ΠΈΡ Π°ΡΡ ΠΈΡΠ΅ΠΊΡΡΡΠ΅, ΠΏΡΠΈΠ½ΡΠΈΠΏΠ°Ρ ΡΠ°Π±ΠΎΡΡ ΠΈ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ. ΠΡΠΈΠΌΠ΅ΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ NumPy, PyTorch, Matplotlib, SciPy, NetworkX, TensorFlow, OpenCV, Pandas, scikit-learn, nltk ΠΏΠΎΠΌΠΎΠ³ΡΡ Π²Π°ΠΌ Π»ΡΡΡΠ΅ ΠΏΠΎΠ½ΡΡΡ Π΄Π΅ΠΉΡΡΠ²ΠΈΡ Π½Π΅ΠΉΡΠΎΡΠ΅ΡΠΈ Π² ΡΠ΅Π°Π»ΡΠ½ΡΡ ΡΡΠ»ΠΎΠ²ΠΈΡΡ . ΠΠ°ΡΠ΅ΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΎΡΠ½ΠΎΠ²Ρ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ, Ρ ΠΌΠ½ΠΎΠ³ΠΎΡΠΈΡΠ»Π΅Π½Π½ΡΠΌΠΈ ΠΏΡΠΈΠΌΠ΅ΡΠ°ΠΌΠΈ ΡΡΠ°Π²Π½Π΅Π½ΠΈΠΉ ΠΈ ΡΠΎΡΠΌΡΠ» Π½Π° ΡΠ·ΡΠΊΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Python, ΠΏΠΎΠΌΠΎΠ³ΡΡ ΠΏΠΎΠ½ΡΡΡ ΠΈΡΡΠΎΠΊΠΈ ΠΏΠΎΡΠ²Π»Π΅Π½ΠΈΡ β¦
Π ΡΡΡΠΊΠΈΠΉ PDFMachine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFAs tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.
Having served as principal data scientist in several companies, Chang has considerable β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFDjango is a powerful framework but choosing the right add-ons that match the scale and scope of your enterprise projects can be tricky. This book will help you explore the multifarious options available for enterprise Django development. Countless organizations are already using Django and more migrating to it, unleashing the power of Python with many different packages and dependencies, including AI technologies.
This practical guide will help you understand practices, β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFWork out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.