bit.ly/3Ff5Esb Want to optimize your marketing strategies and maximize sales using python? Advertisement & Sales Analysis using python helps businesses track campaign performance, customer behavior, and ROI. In this video, we’ll dive deep into data-driven sales insights, marketing analytics, and key performance metrics to help you scale your business! ⏱️ Timestamps: 00:00 - Introduction 00:44 - Analyzing Advertisement and Sales Data Using Python 08:23 - Evaluating Correlation Between Advertisement and Sales 16:20 - Calculating Regression Coefficients in Excel 36:28 - Applying the Regression Equation to Solve the Problem Statement 41:40 - Computing Sum of Squared Errors (SSE) 42:40 - Calculating Sum of Squared Residuals (SSD) 47:18 - Determining Sum of Squared Total (SST) 51:47 - Finding the Upper and Lower Limits of Sales Using Python 1:03:20 - Definition of Hypothesis Testing 1:04:02 - Exploring Null and Alternate Hypotheses 📌 What You’ll Learn: 1️⃣ Introduction to Advertisement & Sales Analysis 📌 What is Advertisement & Sales Analysis? – Understanding marketing performance. 📌 Why is Sales Analysis Important? – Leveraging data to drive business growth. 📌 Key Metrics in Advertisement Analytics – CTR, CPC, ROAS, Conversion Rates. 2️⃣ Sales Performance Metrics & Tracking 📌 Customer Acquisition Cost (CAC) – Measuring how much it costs to acquire a customer. 📌 Sales Funnel Analysis – Understanding customer journeys and touchpoints. 📌 Revenue & Profitability Analysis – Tracking sales growth & forecasting revenue. 📌 Churn Rate & Retention Strategies – Keeping customers engaged. 3️⃣ Advanced Marketing & Advertisement Analytics 📌 A/B Testing in Advertisements – Optimizing ad creatives & targeting. 📌 Google & Facebook Ads Performance Analysis – Key insights for campaign success. 📌 Customer Segmentation & Behavioral Analytics – Personalizing marketing efforts. 📌 Sales Forecasting & Predictive Analytics – Using AI to predict market trends. Why Learn with Imarticus Learning? 📌 Expert Guidance: Learn from seasoned professionals with deep industry insights. 📌 Flexible Learning Options: Balance work and study with structured, customizable programs. 📌 Comprehensive Support: Access mock tests, expert mentorship, and study materials to ace your exams. 📌 Career Success: Imarticus ensures your journey translates into tangible career growth. Turn Simple Code into Powerful Insights & Business Solutions! The Postgraduate Program in Data Science and Analytics (PGA) is a 6-month course for graduates and professionals with under three years of experience. It offers 100% job assurance through 2,000+ hiring partners, 300+ learning hours, 25+ hands-on projects, and training in 10+ tools like Python, Power BI, and Tableau. With a 22.5 LPA highest salary and 52% average salary hikes, it equips learners to excel in data science and analytics careers. bit.ly/3Ff5Esb 📖 Books to Read on Advertisement & Sales Analysis: 📚 Marketing Analytics: A Practical Guide to Real Marketing Science – Mike Grigsby 📚 Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die – Eric Siegel 📚 Contagious: Why Things Catch On – Jonah Berger About Imarticus Learning Imarticus Learning is a leading education company, offering high-quality, industry-specific education via innovative technology, specialised training, career assistance, and mentorship from industry professionals. We have impacted over 10,00,000+ careers within a decade through leading-edge curriculums, highly experienced faculty, and over 3500+ global partnerships with leading institutions and corporations. We offer courses that prepare learners for successful careers in finance, banking, data science, analytics, management, marketing, and technology. ❇️ Key Highlights 12 Years Legacy | 1M+ Learners Impacted | #1 Education Provider in Finance | 8+ Years Legacy in Data Analytics | 85% Placement Record | 54% Average Salary Hike | 24 LPA Highest Salary 🏆 Awards & Accolades •⁠ ⁠Outstanding Education Company of the Year by ET Business Leaders 2024 •⁠ ⁠Best Education Provider in Finance by Elets World Education Summit 2024 •⁠ ⁠Outstanding Education Company for Data Science and Analytics at Observe Now’s Education Leaders Conclave & Awards 2024 •⁠ ⁠⁠Recognized in GSV 150 as one of the World’s Most Transformational Growth Companies in Digital Learning and Workforce Skilling (2024) •⁠ ⁠Awarded Innovative 21st Century Skills Solutions at Elets World Education Summit, Dubai •⁠ ⁠Best Certification Courses at the Indian Education Congress and Awards •⁠ ⁠Most Promising Digital Learning Platform Brands by siliconindia Magazine 🌐We’re Very Social imarticus.org/ x.com/imarticus www.instagram.com/imarticus in.linkedin.com/company/imarticuslearning www.facebook.com/ImarticusLearning/ #AdvertisementAnalysis #SalesAnalytics #MarketingData #LearnAnalytics

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