296 digital products for Python

Git hooks are scripts that run automatically at different stages of Git actions (like commit or push). They help enforce rules and automate tasks. Tools like Black (code formatter), Flake8 (linter), and isort (import sorter) are often used with Git hooks to keep Python code clean, consistent, and error-free before it’s committed. In this resource you will get the cheetsheet how you can use few git hooks. .

Discount Code : - FIFTY to get 50% OFF 1. Trend Risk Protection Strategy in Python 2. Improved Index Trend Strategy 3. Counter Punch Strategy 4. Lazy Trend Follower Strategy in Python 5. Face the Train strategy 6. Ride the Aggression 7. Confident Trend strategy 8. A Stable Mean Reversion strategy 9. Pairs Trading Strategy - Implementation 10. Event-Based Trading Strategy 11. Piotroski F-Score Strategy 12. Post Earnings Announcement Drift (PEAD): Strategy 13. Accrual Trading: Strategy 14. Betting Against Beta (BAB): Strategy 15. Momentum Crash Mitigation Strategy 16. Strategy G-Score in Python 17. Text Mining and Natural Language Processing Techniques to Trade

Embark on your journey from Data Analytics novice to hero with expert guidance and comprehensive materials, meticulously curated. The biggest problem i faced when i started my data journey was no proper materials available. To solve this i am creating this repository of materials on SQL, EXCEL, PYTHON . Majorly this will have interview questions asked in real interview. I am 100% sure that this repo will help you crack you dream data job.

This all-in-one digital product is your complete guide to becoming a Data Analyst. Packed with essential resources, learning materials, and tools, it covers SQL, Excel, Power BI, Python, and real-world projects to help you master data analytics efficiently. Whether you're a beginner or upskilling, this roadmap will guide you from basics to advanced concepts, ensuring a smooth career transition.

Preparing for a SDET interview? This document covers all the essential interview questions for the SDET role CORE JAVA & ADVANCED JAVA – THEORY BASED INTERVIEW QUESTIONS PYTHON THEORY BASED INTERVIEW QUESTIONS SELENIUM, TESTNG AND OTHER CUCUMBER TESTNG INTERVIEW QUESTIONS JAVA PROGRAMS PYTHON PROGRAMS REST ASSURED API AUTOMATION INTERVIEW QUESTIONS JENKINS GIT DOCKER MAVEN MANUAL TESTING INTERVIEW QUESTIONS AGILE METHODOLOGIES AND SCRUM MASTER INTERVIEW QUESTIONS SCRUM MASTER INTERVIEW QUESTIONS PERFORMANCE TESTING INTERVIEW QUESTIONS APPIUM INTERVIEW QUESTIONS SQL – INTERVIEW QUESTIONS HR SPECIFIC INTERVIEW QUESTIONS JAVASCRIPT INTERVIEW QUESTIONS CYPRESS Interview Questions Playwright Interview Questions Robot Framework Interview Questions

Product Title - Data Engineer Interview Mastery Kit. GCP + Cloud Dataflow + Cloud Composer + Cloud storage + Cloud Pub/Sub + Python + SQL + Spark + Airflow Are you ready to ace your Data Engineer interviews and stand out in a competitive job market? Welcome to the Complete Interview Preparation Kit – your ultimate resource for mastering the essential skills and knowledge required in today’s data engineering landscape! What You’ll Get: Real-Time Interview Questions: Access a carefully curated list of interview questions covering GCP, Cloud Dataflow, Python, SQL, Spark, and more! Targeted Preparation: Tailored resources to help you prepare for roles such as: GCP Data Engineer Big Data Engineer Pyspark Developer Cloud Data Engineer Hands-On Guidance: Benefit from insights and tips that I’ve gained from working on large-scale projects involving petabyte-level data and complex workflows.

🎯 The Ultimate 50-Day Data Science & ML/AI Challenge 🎯 Ready to level up your Data Science and AI skills? This PDF is your roadmap to mastering the key topics in Data Science, Machine Learning, and AI over 50 days! With 500 curated interview questions covering everything from Python, Statistics, EDA, and SQL, to Deep Learning, NLP, Model Deployment, Hyperparameter Tuning, and Generative AI, this challenge will prepare you to ace any interview in the field. Start today and revise one topic each day—by the end of 50 days, you'll be more confident and ready to tackle the toughest Data Science and AI challenges. Download now and get started! What's inside: Key topics in Python, Data Science, and Machine Learning 500 essential interview questions across various domains Expert-level insights on NLP, Deep Learning, Computer Vision, and more Start your 50-day challenge today and transform your Data Science & AI knowledge!

Master Data Analytics in just 60 days with hands-on training in SQL, Power BI, Excel, and Python — your career transformation starts here! 🎯 What You’ll Gain from This Course: 📊 SQL Mastery ✅ SQL Fundamentals: Joins, Aggregations, Subqueries ✅ Advanced SQL: Window Functions, CTEs, Stored Procedures ✅ Query Optimization: Indexes, Performance Tuning ✅ Real-World Case Studies & Interview Prep 📈 Power BI Projects & Dashboards ✅ Power BI Basics: Data Loading, Cleaning, Transformation ✅ DAX & Power Query for Advanced Analytics ✅ Interactive Dashboards & Business Reports ✅ Real-World BI Projects & Interview Scenarios 📊 Excel for Analytics ✅ Advanced Formulas & Functions ✅ Pivot Tables & Power Query Automation ✅ Dynamic Dashboards & Visualizations ✅ Excel for Financial & Business Analytics 🐍 Python for Data Analysis ✅ Python Basics: Lists, Loops, Functions ✅ Data Analysis with Pandas & NumPy ✅ Exploratory Data Analysis (EDA) ✅ Hands-on Coding & Interview Practice 💼 300+ Real Projects ✅ Data Cleaning & Preprocessing ✅ SQL Reporting & Analytics ✅ Machine Learning & Predictive Modeling ✅ Power BI Dashboards & Automation ✅ Business Intelligence Case Studies 🎓 Interview Preparation Kit ✅ SQL, Python, Power BI, Excel Q&A ✅ Real Case Studies & Problem Solving ✅ Resume & LinkedIn Optimization ✅ Mock Interviews & Career Guidance 💡 Why Choose This Course? 🔥 Expert-Led Training by a Lead Data Analyst 💰 Affordable Pricing for Everyone 📚 Practical, Job-Ready Skills 🎯 Career-Focused Curriculum 🚀 Ready to Launch Your Career? Whether you're a beginner or looking to upskill, this course will equip you with everything you need to land your dream job in Data Analytics. 👉 Enroll Now and start your journey toward becoming a Data Analytics Pro!

🍕 Data Analysis Capstone Project – Pizza Sales Analysis This capstone project offers an end-to-end, real-world data analysis experience within the Retail & Food Industry domain, focusing on Pizza Sales. It integrates popular analytics tools like Power BI, SQL, Python, Excel, and Tableau to help you build analytical thinking, data storytelling, and business intelligence skills using sales transaction data. 🔹 Key Highlights: Data Extraction & Cleaning: Use SQL and Python to extract, clean, and prepare raw pizza sales data for analysis. Exploratory Data Analysis (EDA): Perform in-depth sales trend analysis, identify top-selling pizzas, busiest hours, and customer preferences using Python and Excel. Data Modeling: Design data models and create calculated fields and KPIs such as Total Revenue, Average Order Value, Sales by Category, and Orders by Size. Interactive Dashboards: Build engaging and dynamic dashboards in Power BI, Excel, and Tableau to visualize key performance indicators, sales insights, and profitability trends. Business Insights: Derive meaningful insights on sales performance, menu optimization, and customer behavior, enabling better decision-making for restaurant growth and marketing strategies. ⚠️ Important Note: No video explanation is available for this project. 📦 You Will Receive: ✅ Dashboard Files – Power BI (.pbix), Tableau (.twbx), Excel File ✅ SQL – Query Document (import raw data into MS SQL Server and execute queries) ✅ Python – Jupyter Notebook (.ipynb) ✅ Raw Data – CSV & Excel files ✅ Background Images and visuals used in dashboards ✅ Problem Statements Document 💰 Refund Policy: Only 25% of the amount is refundable. 📩 Need Help? Email: WhatsApp: +91 9579005495

A beginner-friendly, 3-month roadmap designed to help non-tech individuals break into Data Science and AI. It covers the essential skills—from Python and statistics to machine learning and projects—using top resources from Coursera, edX, Kaggle, and more. 👥 Who This Helps: Perfect for career switchers, students, and working professionals from non-technical backgrounds who want a structured plan to confidently start their data journey.

Why spend thousands when you can start smart? 🎯 Introducing: "The Complete Data Analyst Course with + 25000s of HR Contacts" Your fast-track bundle to break into Data .. Here's everything you need — in one bundle: 📘 DSA Roadmap (70 Days) 📘 Numpy for Data Roles (15 Days Crash Course) 📘 Master ML Concepts & 50+ Projects 📘 Power BI Mastery + Interview Prep 📘 ChatGPT Prompts for Job Search 📘 Data Analytics course with 20800+ HR's Emails. 📘 Complete Statistics (15 days) 📘 Complete Pandas (15 days) 📘 Complete Matplotlib (20 days) 📘 LEETCODE Python Solutions (15 days) 📘 Machine Learning with Python Book 🎯 Learn. Apply. Get Hired — without burning your wallet. 💸 All this for just ₹99! (Yes, not even the price of a coffee!) 📌 Ethically sourced. No resell. No refunds. 🔥 Kickstart your tech career today!

As a data analyst, you may encounter situations where clients report discrepancies in the data displayed on their dashboards. These discrepancies often arise due to missing or incorrect data entries. In this guide, I will walk you through a real-world scenario where you receive a complaint about dashboard numbers not matching the raw data numbers. What to Expect: Understanding the Card Domain: Learn about the card domain in general, including what terms like Mkcid mean and how they are used. Developing Logic for Data Comparison: Learn how to develop logic to build a unique key and compare data accurately. Automation with Python: While this project can be done using Excel or other methods, as a data analyst, you will build a custom Python code to automate the process, making it reusable for future needs. Once you purchase this project, you will be added to a dedicated Slack group where you can ask any questions and receive support related to the project.

What Will You Gain from This Course? 🚀 100% Coverage in Data Analytics with my Experience Only want to help you at most Affordable Price ( So that Everybody can Afford to Learn Data Analytics) 📌 Complete SQL Mastery ✔️ SQL Fundamentals (Joins, Aggregations, Subqueries) ✔️ Advanced SQL (Window Functions, CTEs, Stored Procedures) ✔️ SQL Optimization Techniques (Indexes, Query Performance) ✔️ Real-World SQL Case Studies & Scenarios ✔️ SQL Interview Questions & Hands-on Exercises 📌 Power BI Projects & Mastery ✔️ Power BI Basics (Data Loading, Cleaning, Transformation) ✔️ DAX & Power Query for Advanced Calculations ✔️ Building Interactive Dashboards & Reports ✔️ Real-World Business Intelligence Projects ✔️ Power BI Interview Case Studies 📌 Excel Mastery with Dashboards ✔️ Excel Formulas & Functions for Data Analysis ✔️ Pivot Tables & Power Query for Automation ✔️ Creating Dynamic Dashboards & Visualizations ✔️ Excel for Financial & Business Analytics 📌 Python for Data Analytics ✔️ Python Fundamentals (Lists, Dictionaries, Loops, Functions) ✔️ Data Analysis with Pandas & NumPy ✔️ Exploratory Data Analysis (EDA) on Real Datasets ✔️ Python Interview Questions & Hands-on Coding 📌 300+ Data Science Projects ✔️ Data Cleaning & Preprocessing Projects ✔️ SQL-Based Analytics & Reporting Projects ✔️ Machine Learning & Predictive Analytics Projects ✔️ Power BI & Dashboarding Case Studies ✔️ Business Intelligence & Automation Projects 📌 Interview Preparation Kit ✔️ Data Analytics Interview Q&A (SQL, Python, Power BI, Excel) ✔️ Case Studies & Problem-Solving Scenarios ✔️ Resume & LinkedIn Optimization Tips ✔️ Mock Interviews & Real-World Interview Questions 🚀 Master Data Analytics & Land Your Dream Job! 🎯 Why Choose This Course? This course is available at an affordable price and is crafted by an expert in Data Analytics. It provides the knowledge, skills, and resources needed to succeed in your career. For more information or queries, feel free to reach out on Enroll today and take the first step toward a successful career in Data Analytics!

Note: If you want any other Resource, send me a DM Here Follow these WhatsApp Channel & Telegram Channel for More Resources Unlock your potential in the world of data science and machine learning with our expertly curated digital resources. Whether you're a beginner or an experienced professional, this comprehensive collection is designed to equip you with the skills and knowledge to excel in the field. Essential Interview Preparation Stand out in your next data science interview with our detailed preparation resources. Master commonly asked questions, solve real-world problems, and gain confidence to secure your dream job. Hands-On Projects Build your expertise with practical projects in Python and data science. Tackle real-world challenges, explore deep learning concepts, and enhance your portfolio with impactful initiatives. Generative AI Insights Dive into the cutting-edge world of generative AI. Understand its principles, applications, and opportunities through exclusive, in-depth resources. Top-Tier Content Access the best resources in data science and machine learning, covering everything from foundational concepts to advanced techniques. Stay ahead with materials curated by industry experts. Comprehensive Courses Engage with structured courses tailored for your learning needs. From Python for Data Science to SQL, Machine Learning in Python, and more, we provide the tools to enhance your proficiency. Specialized Learning Paths Explore focused paths to master specialized topics. Delve into unsupervised learning, computer vision projects using OpenCV and PyTorch, and advanced analytics with Python to gain a competitive edge. Start your journey today with the Best Data Science & Machine Learning Resources—your ultimate guide to mastering the tools and techniques shaping the future of technology. Follow these WhatsApp Channel & Telegram Channel for More Resources

💼 Get Hired Faster with This Real-World Data Analyst Project Kit ✅ SQL • Python • Power BI • Report Writing - All In Company Standard Project This is a company level project with business context, analysis flow, and deliverables exactly like you'd do in a real job. You could download one complete project covering SQL, Python, Power BI, and reporting and instantly showcase job ready skills on your resume, LinkedIn, or interviews. 🚀 What You Get Inside the Project Bundle 📦 Cleaned & Raw Datasets 🧾 Python Scripts for ETL pipelines 🐍 Python Notebook for in-depth exploratory data analysis, business questions, confidence intervals, hypothesis testing 📊 Power BI Dashboard (PBIX file) with ready-to-use visuals 📝 Report Project Pipeline: This is the dashboard that you are going to build: 💳 Get Instant Access – Limited Time Offer

What Will You Gain from This Course? 🚀 100% Coverage in Data Analytics with my Experience Only want to help you at most Affordable Price ( So that Everybody can Afford to Learn Data Analytics) 📌 Complete SQL Mastery ✔️ SQL Fundamentals (Joins, Aggregations, Subqueries) ✔️ Advanced SQL (Window Functions, CTEs, Stored Procedures) ✔️ SQL Optimization Techniques (Indexes, Query Performance) ✔️ Real-World SQL Case Studies & Scenarios ✔️ SQL Interview Questions & Hands-on Exercises 📌 Power BI Projects & Mastery ✔️ Power BI Basics (Data Loading, Cleaning, Transformation) ✔️ DAX & Power Query for Advanced Calculations ✔️ Building Interactive Dashboards & Reports ✔️ Real-World Business Intelligence Projects ✔️ Power BI Interview Case Studies 📌 Excel Mastery with Dashboards ✔️ Excel Formulas & Functions for Data Analysis ✔️ Pivot Tables & Power Query for Automation ✔️ Creating Dynamic Dashboards & Visualizations ✔️ Excel for Financial & Business Analytics 📌 Python for Data Analytics ✔️ Python Fundamentals (Lists, Dictionaries, Loops, Functions) ✔️ Data Analysis with Pandas & NumPy ✔️ Exploratory Data Analysis (EDA) on Real Datasets ✔️ Python Interview Questions & Hands-on Coding 📌 300+ Data Science Projects ✔️ Data Cleaning & Preprocessing Projects ✔️ SQL-Based Analytics & Reporting Projects ✔️ Machine Learning & Predictive Analytics Projects ✔️ Power BI & Dashboarding Case Studies ✔️ Business Intelligence & Automation Projects 📌 Interview Preparation Kit ✔️ Data Analytics Interview Q&A (SQL, Python, Power BI, Excel) ✔️ Case Studies & Problem-Solving Scenarios ✔️ Resume & LinkedIn Optimization Tips ✔️ Mock Interviews & Real-World Interview Questions 🚀 Master Data Analytics & Land Your Dream Job! 🎯 Why Choose This Course? This course is available at an affordable price and is crafted by an expert in Data Analytics. It provides the knowledge, skills, and resources needed to succeed in your career. For more information or queries, feel free to reach out on Enroll today and take the first step toward a successful career in Data Analytics!

1- Mastering OpenAI APIs and putting them in real-world AI systems via End-to-End projects. 2- Mastering Vector Databases (pinecone & qdrant) and putting them in real-world AI applications via End-to-End projects from scratch up to deployment. The Courses are provided in Arabic Language.These Coures are fully practical using python. Prerequisites: Basic Knowledge of Machine and Deep Learning. Basic Knowledge of Deployment.

A guide to hands-on project ideas in quantitative finance, designed for MFE students, aspiring quants, and finance professionals looking to enhance their skills. This handbook provides project breakdowns. https://youtu.be/IXqiqGMoSjk?si=_nbh-77k8WzV0XaF Some projects include: ✅ Portfolio Optimization – Implement Modern Portfolio Theory and optimize asset allocations. ✅ Algorithmic Trading Backtesting – Develop, test, and refine trading strategies. ✅ Options Pricing Models – Price derivatives using Black-Scholes and Monte Carlo methods. ✅ Interest Rate Modeling – Simulate yield curves with Vasicek and CIR models. ✅ LLM-Based Sentiment Analysis – Use AI to analyze financial news and predict market movements. ✅ Replicating Quant Research Papers – Reproduce cutting-edge financial research in Python. What’s Inside? • Project Overviews – Understand the scope and real-world applications. • Step-by-Step Approach – How to build each project using Python and key libraries. • Resources & Tools – Books, courses, and datasets to help you execute projects efficiently. • Why is the project useful Take your quant finance skills to the next level with practical, resume-worthy projects!

Launch Your Full Stack Developer Career at Just ₹99! Why spend thousands when you can start smart? 🎯 Introducing: "The Complete Full Stack Development Course + 25,000 HR Contacts" Your fast-track bundle to break into Full Stack Development... Here's everything you need — in one bundle: 📘 DSA Roadmap (70 Days) 📘 Numpy for Data Roles (15 Days Crash Course) 📘 Master ML Concepts & 50+ Projects 📘 Power BI Mastery + Interview Prep 📘 ChatGPT Prompts for Job Search 📘 Full Stack WEB Development Course with Thousands of HR Emails 📘 Complete Statistics (15 days) 📘 Complete Pandas (15 days) 📘 LEETCODE Python Solutions (15 days) 📘 Complete Matplotlib (20 days) 📘 Machine Learning with Python Book 🎯 Learn. Build. Get Hired — without burning your wallet. 💸 All this for just ₹89! (Yes, not even the price of a coffee!) 📌 Ethically sourced. No resell. No refunds. 🔥 Kickstart your developer journey today!

Launch Your Full Stack Developer Career at Just ₹99! Why spend thousands when you can start smart? 🎯 Introducing: "The Complete Full Stack Development Course + 25,000 HR Contacts" Your fast-track bundle to break into Full Stack Development... Here's everything you need — in one bundle: 📘 DSA Roadmap (70 Days) 📘 Numpy for Data Roles (15 Days Crash Course) 📘 Master ML Concepts & 50+ Projects 📘 Power BI Mastery + Interview Prep 📘 ChatGPT Prompts for Job Search 📘 Full Stack WEB Development Course with Thousands of HR Emails 📘 Complete Statistics (15 days) 📘 Complete Pandas (15 days) 📘 LEETCODE Python Solutions (15 days) 📘 Complete Matplotlib (20 days) 📘 Machine Learning with Python Book 🎯 Learn. Build. Get Hired — without burning your wallet. 💸 All this for just ₹89! (Yes, not even the price of a coffee!) 📌 Ethically sourced. No resell. No refunds. 🔥 Kickstart your developer journey today!

Launch Your AI/Data Science Career with Generative AI – Just ₹99! Why spend thousands when you can start smart? 🎯 Introducing: "The Complete Data Science with GENAI Course + 25000s of HR Contacts" Your fast-track bundle to break into Data Science & AI. Here's everything you need — in one bundle: 📘 DSA Roadmap (70 Days) 📘 Numpy for Data Roles (15 Days Crash Course) 📘 Master ML Concepts & 50+ Projects 📘 Power BI Mastery + Interview Prep 📘 ChatGPT Prompts for Job Search 📘 Data Science with GENAI + 21000s of HR Outreach List 📘 Complete Statistics (15 days) 📘 Complete Pandas (15 days) 📘 LEETCODE Python Solutions (15 days) 📘 Complete Matplotlib (20 days) 📘 Machine Learning with Python Book 🎯 Learn. Apply. Get Hired — without burning your wallet. 💸 All this for just ₹99! (Yes, not even the price of a coffee!) 📌 Ethically sourced. No resell. No refunds. 🔥 Kickstart your tech career today!

Launch Your Data Analyst Career with Cloud Course at Just ₹99! Why spend thousands when you can start smart? 🎯 Introducing: "The Complete Data Analyst Course with + 25000s of HR Contacts" Your fast-track bundle to break into Data .. Here's everything you need — in one bundle: 📘 DSA Roadmap (70 Days) 📘 Numpy for Data Roles (15 Days Crash Course) 📘 Master ML Concepts & 50+ Projects 📘 Power BI Mastery + Interview Prep 📘 ChatGPT Prompts for Job Search 📘 Data Analytics course with 20800+ HR's Emails. 📘 Complete Statistics (15 days) 📘 Complete Pandas (15 days) 📘 Complete Matplotlib (20 days) 📘 LEETCODE Python Solutions (15 days) 📘 Machine Learning with Python Book 🎯 Learn. Apply. Get Hired — without burning your wallet. 💸 All this for just ₹99! (Yes, not even the price of a coffee!) 📌 Ethically sourced. No resell. No refunds. 🔥 Kickstart your tech career today!

Covers Complete Stochastic Calculus for Quant Finance A comprehensive program designed to take you from the foundations to advanced applications of stochastic calculus in quantitative finance. The course includes: Recorded Lectures Python Implementations Assignments & Projects Lifetime Access Doubt Solving A complete learning ecosystem for anyone aiming to master stochastic calculus and its quantitative finance applications. Curriculum:- Sigma Algebra, Random Walk, Interview questions based on Random Walk, Brownian Motion, Monte Carlo, Correlated Brownian Motion, Complete Markov Chain, Martingale, Stochastic Differential Equation: GBM, OU, CIR, Heston, Ito’s formula, Probability Measures, Change of measures, Radon-Nikodym Derivatives, Girsanov theorem, Black Scholes Formula Derivation, Ito’s Integral, Hurst Parameter, Fractional Brownian Motion, Simulation of Fractional Brownian Motion, Jump -diffusion process, multi variable stochastic calculus, Feynman-Kac theorem and its applications, Monte Carlo Simulation, Variance reduction techniques like using antithetic variables, control variates etc, Application of Monte Carlo, Variance Gamma Process, Simulation of Variance Gamma Process, Carr Madan Formula, Python Implementation, Practice Problems, Capstone Projects, Tests on Stochastic Calculus, Quizzes, Assignments, Doubt Support

CFD Fundamental Theory Notes! Structured, concise, well-organized, and easy-to-follow set of CFD notes with Python codes. 20 Modules Lecture Notes PDFs on the following topics: Introduction to CFD Basic concepts of Fluid Mechanics Overall CFD Workflow Governing Equations in Fluid Dynamics & CFD PDEs & Discretization Finite Difference Method & Finite Volume Method FDM & FVM Python code: Diffusion & Convection-Diffusion SIMPLE Algorithm Understanding Accuracy in CFD Understanding Mesh Generation & Mesh Quality in CFD Turbulent Flows: Theory & its Characteristics Turbulence Modeling Eddy Viscosity Models K-Epsilon Model: Standard, RNG & Realizable K-Omega Model: Wilcox, BSL & SST This material is designed for those who prefer a ready-to-use structured CFD learning notes.