7adid Elsafina | حديد السفينة
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Ahmed Abulkhair | احمد ابو الخير Senior Data Scientist (5+ years) | Demystifying Data Science 🔍 I break down complex Machine Learning \ Artificial Intelligence concepts into plain English for junior data scientists. No jargon - just clear explanations of algorithms, terms, and techniques you actually need. What You'll Get: → Precise definitions (overfitting, embeddings, LLMs, etc.) → How algorithms REALLY work in industry → Interview-ready explanations → Common pitfalls & how to avoid them Free Resource: Ultimate Data Science Glossary 👉 https://www.kaggle.com/ahmedabdulhamid/discussion 📞 Let's work together. Book a personalized mentorship session with me on Topmate: https://topmate.io/abulkhair/ 🌐 And my website : https://abulkhair.ai/ Based on real-world experience at FAANG/unicorn companies. Subscribe for weekly concept deep dives that accelerate your career! 7adid elsafina | حديد السفينة #datascience #machinelearning #ai #learndatascience #datascientist

How to Properly Learn Data Science | Data Science Roadmap 2026
7adid Elsafina | حديد السفينة · 2.1K views · 8 months ago

1.3 Relationship between variables | The relationship between variables | Statistics 101
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1.1 What is DATA? | What is data? | Statistics 101
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0.0 Statistics 101 for Data Analysis and Science: Introduction | 2026 Statistics Course Introduction
7adid Elsafina | حديد السفينة · 3.2K views · 11 months ago

2.2 Measuring the Center (Mean, Median) | Calculating the Mean | Statistics 101
7adid Elsafina | حديد السفينة · 466 views · 9 months ago

The Story of Mean | المتوسط ببساطة… إثبات رياضي وحكاية واقعية
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Data Science Interview Preparation | Real Questions and Tips for Success in a Data Science Interview
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2.4 Summarizing Categorical Data | Understanding and Summarizing Metadata | Statistics 101
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1.4 Collecting DATA Sample | اختيار العينة | Statistics 101
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1.2 Types of variables | Data types | Statistics 101
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2.3 Measures of Dispersion: Variance & Standard Deviation | Measures of Dispersion | Statistics 101
7adid Elsafina | حديد السفينة · 268 views · 7 months ago

1.5 Collecting Data Through Experiments | Statistics 101
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Why is data sometimes misleading? 😵 | Simpson’s Paradox
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5 problems that will prevent you from working as a Data Analyst or Data Scientist in 2026 (and pr...
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2.1 Visualizing numerical data | Displaying numerical data (distribution, histogram) | Statistics...
7adid Elsafina | حديد السفينة · 273 views · 9 months ago

إزاي تبدأ في Data Science | Roadmap للمبتدئين
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حقائق عن مجال Data Science في 2026 | هل الداتا ساينس تستاهل؟
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الفرق بين Data Science و Analysis و Engineering ؟ | دليل كامل لمجال البيانات
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