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Exploiting Big Data to Accelerate Digital Transformation: Government Sector Applications (Middle East)

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Denodo
Denodo

Watch full webinar here: https://bit.ly/3omhmGw A key aspect for achieving digital transformation is the data. Government organizations are well aware of the challenges that amount from increasing volume and velocity of data generation from multiple sources, such as enterprise applications, social media, integrated systems and sensory data. This webinar will discover how to utilize big data in the government sector and how to overcome data challenges to accelerate digital transformation. Key points: - Digital transformation in the government sector. - The importance of data in digital transformation. - The challenges of big data. - The concept of data virtualization.

Data & Analytics
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1 Exploiting Big Data to Accelerate Digital Transformation: Government Sector Applications
Speakers Dr. Hani Alturkostani Digital Transformation and IT Consultant, Government Sector Dr. Alexey Sidorov Data Management Director and Chief Evangelist, Denodo Shaden Aloliwi Data Virtualization Architect, ExperTech Lama Abunayyan Customer Relations Specialist, ExperTech
‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ : ‫ﺗ‬ ‫ط‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻛ‬ ‫و‬ ‫ﻣ‬ ‫ﻲ‬ ‫د‬ . ‫ھ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ر‬ ‫ﻛ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﻲ‬ 1442 ‫ھ‬ ‫ـ‬ @hani_now
4 ‫ﻧ‬ ُ ‫ﺑ‬ ‫ذ‬ ‫ة‬ ‫ﻋ‬ ‫ن‬ ‫ﻣ‬ ‫ﻘ‬ ‫د‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﻘ‬ ‫ﺎ‬ ‫ء‬ @hani_now • ‫ﺣ‬ ‫ﺎ‬ ‫ﺻ‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫د‬ ‫ر‬ ‫ﺟ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫د‬ ‫ﻛ‬ ‫ﺗ‬ ‫و‬ ‫ر‬ ‫ا‬ ‫ه‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻋ‬ ‫ﻠ‬ ‫و‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ب‬ ‫ا‬ ‫ﻵ‬ ‫ﻟ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ن‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺔ‬ ‫أ‬ ‫ﯾ‬ ‫د‬ ‫ا‬ ‫ھ‬ ‫و‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫و‬ ‫ﻻ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ة‬ ، • ‫ﺣ‬ ‫ﺎ‬ ‫ﺻ‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫د‬ ‫ر‬ ‫ﺟ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﯾ‬ ‫ر‬ ‫ﻓ‬ ‫ﻲ‬ ‫ھ‬ ‫ﻧ‬ ‫د‬ ‫ﺳ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ب‬ ‫ا‬ ‫ﻵ‬ ‫ﻟ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ن‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺔ‬ ‫ﺟ‬ ‫و‬ ‫ر‬ ‫ج‬ ‫و‬ ‫ا‬ ‫ﺷ‬ ‫ﻧ‬ ‫ط‬ ‫ن‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫و‬ ‫ﻻ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ة‬ ، • ‫ﺣ‬ ‫ﺎ‬ ‫ﺻ‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫د‬ ‫ر‬ ‫ﺟ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻟ‬ ‫و‬ ‫ر‬ ‫ﯾ‬ ‫و‬ ‫س‬ ‫ﻓ‬ ‫ﻲ‬ ‫ھ‬ ‫ﻧ‬ ‫د‬ ‫ﺳ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ب‬ ‫ا‬ ‫ﻵ‬ ‫ﻟ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ن‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺔ‬ ‫أ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ر‬ ‫ى‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﻛ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ر‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫ﻌ‬ ‫و‬ ‫د‬ ‫ﯾ‬ ‫ﺔ‬ . • ‫أ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ذ‬ ‫ﻣ‬ ‫ﺷ‬ ‫ﺎ‬ ‫ر‬ ‫ك‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻗ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ﺑ‬ ‫ر‬ ‫ا‬ ‫ﻣ‬ ‫ﺞ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﺑ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﮭ‬ ‫د‬ ‫ا‬ ‫ﻹ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺔ‬ • ‫ﻣ‬ ‫د‬ ‫ﯾ‬ ‫ر‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﺎ‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ • ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺷ‬ ‫ﺎ‬ ‫ر‬ ‫ﻛ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺑ‬ ‫ﺎ‬ ‫د‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ر‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺞ‬ ‫ا‬ ‫ﻟ‬ ‫و‬ ‫ط‬ ‫ﻧ‬ ‫ﻲ‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﺗ‬ ‫د‬ ‫ر‬ ‫ﯾ‬ ‫ب‬ ‫ﻋ‬ ‫ن‬ ‫ﺑ‬ ‫ﻌ‬ ‫د‬ » ‫إ‬ ‫ﺛ‬ ‫ر‬ ‫ا‬ ‫ﺋ‬ ‫ﻲ‬ « ‫و‬ ‫ﻣ‬ ‫ﺷ‬ ‫ر‬ ‫و‬ ‫ع‬ ‫ا‬ ‫ﻹ‬ ‫ﺛ‬ ‫ر‬ ‫ا‬ ‫ء‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ر‬ ‫ﻓ‬ ‫ﻲ‬ . • ‫ﺗ‬ ‫ﻘ‬ ‫د‬ ‫ﯾ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫د‬ ‫و‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫د‬ ‫ر‬ ‫ﯾ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ل‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ . • ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺷ‬ ‫ﺎ‬ ‫ر‬ ‫ﻛ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻘ‬ ‫د‬ ‫ﯾ‬ ‫م‬ ‫أ‬ ‫و‬ ‫ر‬ ‫ا‬ ‫ق‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ﺑ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻻ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ت‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻋ‬ ‫د‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ؤ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ . • ‫ﻋ‬ ‫ﻣ‬ ‫ل‬ ‫ﻛ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﺎ‬ ‫ر‬ ‫ﻟ‬ ‫ﻌ‬ ‫د‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺟ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ت‬ • ‫ﻧ‬ ‫ﺷ‬ ‫ر‬ ‫ﻋ‬ ‫د‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ؤ‬ ‫ﻟ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ت‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ﻛ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ب‬ " ‫ا‬ ‫ﻹ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ، ‫ﺑ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ " ‫د‬ . ‫ھ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ر‬ ‫ﻛ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﻲ‬ @hani_now
5 ‫ﺗ‬ ‫ﻌ‬ ‫ر‬ ‫ﯾ‬ ‫ف‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ﯾ‬ ‫ل‬ ‫ﻓ‬ ‫ﻲ‬ ‫أ‬ ‫ﻧ‬ ‫ﺷ‬ ‫ط‬ ‫ﺔ‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ﻣ‬ ‫ن‬ ‫ﺧ‬ ‫ﻼ‬ ‫ل‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻐ‬ ‫ﻼ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻔ‬ ‫ر‬ ‫ص‬ ‫و‬ ‫ﺑ‬ ‫د‬ ‫ﻋ‬ ‫م‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ﻣ‬ ‫ن‬ ‫ﺧ‬ ‫ﻼ‬ ‫ل‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫ا‬ ‫ﻷ‬ ‫ھ‬ ‫د‬ ‫ا‬ ‫ف‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﺑ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ذ‬ ‫ا‬ ‫ت‬ ‫أ‬ ‫و‬ ‫ﻟ‬ ‫و‬ ‫ﯾ‬ ‫ﺔ‬ @hani_now
‫ﺗ‬ ‫ﻌ‬ ‫ر‬ ‫ﯾ‬ ‫ف‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫أ‬ ‫ﻧ‬ ‫ﺷ‬ ‫ط‬ ‫ﺔ‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺳ‬ ‫و‬ ‫ﯾ‬ ‫ق‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ، ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫و‬ ‫ا‬ ‫ر‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﺷ‬ ‫ر‬ ‫ﯾ‬ ‫ﺔ‬ ، ‫ا‬ ‫ﻻ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫و‬ ‫ﺧ‬ ‫د‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻼ‬ ‫ء‬ . ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻹ‬ ‫ﺟ‬ ‫ر‬ ‫ا‬ ‫ء‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﻠ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ق‬ ‫ھ‬ ‫د‬ ‫ف‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﯾ‬ ّ ‫ن‬ . ‫أ‬ ‫ﻧ‬ ‫ظ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻻ‬ ‫ﻗ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫د‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻗ‬ ‫ﯾ‬ ‫ﺎ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ر‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ھ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ن‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫أ‬ ‫ﻧ‬ ‫ظ‬ ‫ﻣ‬ ‫ﺔ‬ ‫أ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻗ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫د‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﺔ‬ ، ‫ﺣ‬ ‫ﯾ‬ ‫ث‬ ‫ﯾ‬ ‫ﻘ‬ ‫و‬ ‫د‬ ‫ﻧ‬ ‫ﺎ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ا‬ ‫ﺗ‬ ‫ﺧ‬ ‫ﺎ‬ ‫ذ‬ ‫ا‬ ‫ﺟ‬ ‫ر‬ ‫ا‬ ‫ء‬ ‫ا‬ ‫ت‬ ‫و‬ ‫ﻗ‬ ‫ر‬ ‫ا‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ . ‫ﻧ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ذ‬ ‫ج‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫إ‬ ‫ط‬ ‫ﺎ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ر‬ ‫ي‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ﻧ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﺎ‬ ‫ل‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺞ‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫و‬ ‫ق‬ ‫و‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ر‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﺣ‬ ‫ﺻ‬ ‫و‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ﻧ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﺋ‬ ‫ﺞ‬ ‫ﻣ‬ ‫ر‬ ‫ا‬ ‫ﻗ‬ ‫ﺑ‬ ‫ﺔ‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ . 4 3 2 1 6 5 ‫أ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻷ‬ ‫ﺻ‬ ‫و‬ ‫ل‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻼ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﻛ‬ ‫ﺄ‬ ‫ﺻ‬ ‫و‬ ‫ل‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ﯾ‬ ‫ﺔ‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ . ‫ﺛ‬ ‫ﻘ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﻧ‬ ‫ظ‬ ‫ﯾ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ظ‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻛ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ت‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ﺎ‬ ‫د‬ ‫ة‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﺿ‬ ‫و‬ ‫ج‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ر‬ ‫ﻓ‬ ‫ﺔ‬ . 6 @hani_now
‫ﯾ‬ ‫ؤ‬ ‫د‬ ‫ي‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ : • ‫ا‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫ل‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ • ‫ﺗ‬ ‫ﺣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ل‬ ‫ﻓ‬ ‫ﻌ‬ ّ ‫ﺎ‬ ‫ل‬ • ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻵ‬ ‫ﻟ‬ ‫ﻲ‬ • ‫ا‬ ‫ﺗ‬ ‫ﺧ‬ ‫ﺎ‬ ‫ذ‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ر‬ ‫ا‬ ‫ر‬ ‫ا‬ ‫ت‬ • ‫إ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﺣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ز‬ ‫ﯾ‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻔ‬ ‫ر‬ ‫ص‬ ‫و‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫و‬ ‫ﺿ‬ ‫ﻊ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ذ‬ ‫ﻛ‬ ‫و‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ - ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ﺗ‬ ‫ﮫ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ن‬ ‫ﺧ‬ ‫ﺑ‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ز‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﺋ‬ ‫ن‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻷ‬ ‫ﻣ‬ ‫ﺛ‬ ‫ل‬ ‫ﺗ‬ ‫ﻌ‬ ‫ز‬ ‫ﯾ‬ ‫ز‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺳ‬ ‫و‬ ‫ق‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ 7 @hani_now
‫ﯾ‬ ‫ﺧ‬ ‫د‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻛ‬ ‫و‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﯾ‬ ‫ﺷ‬ ‫ﻣ‬ ‫ل‬ ‫أ‬ ‫ﯾ‬ ‫ﺿ‬ ‫ﺎ‬ ً ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﯾ‬ ‫ز‬ ‫ﯾ‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ﻛ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ء‬ ‫ة‬ ‫ا‬ ‫ﻻ‬ ‫ﻧ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ق‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ذ‬ ‫ا‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫؟‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ﺳ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺛ‬ ‫ﺎ‬ ‫ل‬ : ‫ﻣ‬ ‫ﻧ‬ ‫ﺻ‬ ‫ﺔ‬ ‫أ‬ ‫ﺑ‬ ‫ﺷ‬ ‫ر‬ 8 @hani_now
‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫و‬ ‫ا‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﻠ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﻟ‬ ‫ﻸ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺞ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ر‬ ّ ‫ﻛ‬ ‫ز‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ ‫ﯾ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ر‬ ‫ا‬ ‫ﻛ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻼ‬ ‫ﻗ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ﺗ‬ ‫ﺟ‬ ‫ر‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ ‫ﯾ‬ ‫ن‬ ‫و‬ ‫ﺗ‬ ‫و‬ ‫ﻗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﺗ‬ ‫ﮭ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ ‫و‬ ‫ﻓ‬ ‫ق‬ ‫ﻣ‬ ‫ﺗ‬ ‫ط‬ ‫ﻠ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ل‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫ﺧ‬ ‫ﺎ‬ ‫ر‬ ‫ط‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ق‬ . ‫ﻻ‬ ‫ﯾ‬ ‫ﻣ‬ ‫ﻛ‬ ‫ن‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﺑ‬ ‫د‬ ‫و‬ ‫ن‬ ‫ا‬ ‫ھ‬ ‫د‬ ‫ا‬ ‫ف‬ ‫ﻣ‬ ‫ﺣ‬ ‫د‬ ‫د‬ ‫ة‬ . ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ ‫ﺑ‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ﻣ‬ ‫ﺗ‬ ‫و‬ ‫ا‬ ‫ﺻ‬ ‫ﻠ‬ ‫ﺔ‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ر‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ھ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ن‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻘ‬ ‫ق‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﺗ‬ ‫ظ‬ ‫م‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﻧ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﺋ‬ ‫ﺞ‬ . ‫ا‬ ‫ﻷ‬ ‫ﻓ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﺟ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫ة‬ ‫ﺗ‬ ‫ﺳ‬ ‫ﺑ‬ ‫ب‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ﻻ‬ ً ‫إ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ً ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﯾ‬ ‫ﺔ‬ . ‫ا‬ ‫ﻋ‬ ‫ط‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻷ‬ ‫و‬ ‫ﻟ‬ ‫و‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺟ‬ ‫ر‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ ‫و‬ ‫ذ‬ ‫ﻟ‬ ‫ك‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ق‬ ‫ا‬ ‫ﻷ‬ ‫ھ‬ ‫د‬ ‫ا‬ ‫ف‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ر‬ ‫ﺟ‬ ‫و‬ ‫ة‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺞ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻘ‬ ‫ﺗ‬ ‫ر‬ ‫ح‬ . 9 @hani_now
‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫و‬ ‫ﺳ‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺻ‬ ‫ط‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻧ‬ ‫ﻘ‬ ‫ل‬ ‫ا‬ ‫ﻧ‬ ‫ﺗ‬ ‫ر‬ ‫ﻧ‬ ‫ت‬ ‫ا‬ ‫ﻷ‬ ‫ﺷ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ء‬ 1 : ‫أ‬ ‫ﺳ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ب‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ 2 : ‫ﻋ‬ ‫و‬ ‫ا‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫د‬ ‫ا‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺷ‬ ‫ﺗ‬ ‫ر‬ ‫ك‬ 3 : ‫ﻋ‬ ‫و‬ ‫ا‬ ‫ﻣ‬ ‫ل‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ 10 @hani_now
‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ز‬ ‫ﻋ‬ ‫ز‬ ‫ﻋ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﯾ‬ ُ ‫ﺣ‬ ‫د‬ ‫ﺛ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫ﺎ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺋ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺻ‬ ‫ﺎ‬ ‫د‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ز‬ ‫ﻋ‬ ‫ز‬ ‫ﻋ‬ ‫ﺔ‬ 11 @hani_now
‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﻘ‬ ‫و‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ّ ‫ل‬ ‫ﺑ‬ ‫ﺷ‬ ‫ﻛ‬ ‫ل‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ﻣ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﺷ‬ ‫ر‬ . ‫ﻛ‬ ‫ﻣ‬ ‫ﺎ‬ ‫أ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻔ‬ ‫ﻌ‬ ‫ﻠ‬ ‫ﻲ‬ ‫ھ‬ ‫و‬ ‫ﻣ‬ ‫د‬ ‫ى‬ ‫ا‬ ‫ﻋ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﺎ‬ ‫د‬ ‫و‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻼ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ر‬ ‫ﻛ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫أ‬ ‫ﺻ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ب‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺻ‬ ‫ﻠ‬ ‫ﺣ‬ ‫ﺔ‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ . ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ﺣ‬ ‫د‬ ‫ھ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﯾ‬ ‫ﺳ‬ ‫ت‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﯾ‬ ‫ﺔ‬ ! ‫ﻗ‬ ‫و‬ ‫ا‬ ‫ﻋ‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﺳ‬ ‫ﻠ‬ ‫ﺳ‬ ‫ﻠ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫و‬ ‫ا‬ ‫ﻗ‬ ‫ﻊ‬ ‫ا‬ ‫ﻻ‬ ‫ﻓ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺿ‬ ‫ﻲ‬ ‫ا‬ ‫ﻧ‬ ‫ﺗ‬ ‫ر‬ ‫ﻧ‬ ‫ت‬ ‫ا‬ ‫ﻻ‬ ‫ﺷ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ء‬ ‫ﺣ‬ ‫و‬ ‫ﺳ‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫و‬ ‫ا‬ ‫ف‬ » ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺿ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ب‬ « ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺻ‬ ‫ط‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﻲ‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ﺑ‬ ‫ﺈ‬ ‫ﻣ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ا‬ ‫ﺣ‬ ‫د‬ ‫ا‬ ‫ث‬ ‫ا‬ ‫ﻟ‬ ‫ز‬ ‫ﻋ‬ ‫ز‬ ‫ﻋ‬ ‫ﺔ‬ 12 @hani_now
‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ ‫ﺑ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ء‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﺟ‬ ‫و‬ ‫ا‬ ‫ﻧ‬ ‫ب‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻲ‬ ‫ﺗ‬ ُ‫ﻠ‬ ‫ﺑ‬ ‫ﻲ‬ ‫ا‬ ‫ﺣ‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ . ‫ﺗ‬ ‫ﺷ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺻ‬ ‫ر‬ : 1 : ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ط‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ 2 : ‫ط‬ ‫ﻠ‬ ‫ب‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﯾ‬ ‫د‬ ‫ﯾ‬ ‫ن‬ ‫ﻟ‬ ‫ﺳ‬ ‫ﮭ‬ ‫و‬ ‫ﻟ‬ ‫ﺔ‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ 13 @hani_now
‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ 14 • ‫ﯾ‬ ‫ﻘ‬ ‫و‬ ‫د‬ ‫ه‬ ‫ﺑ‬ ‫ﺷ‬ ‫ﻛ‬ ‫ل‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫و‬ ‫ى‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺄ‬ ‫ﺛ‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺟ‬ ‫م‬ ‫ﻋ‬ ‫ن‬ ‫ﻓ‬ ‫ﻛ‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﻊ‬ . • ‫ﻻ‬ ‫ﯾ‬ ‫ﺗ‬ ‫ﺄ‬ ‫ﺛ‬ ‫ر‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ل‬ : ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫م‬ ، ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ر‬ ‫ﯾ‬ ‫ﺔ‬ ‫أ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫أ‬ ‫و‬ ‫ﺣ‬ ‫ﺗ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ل‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﻲ‬ . • ‫ﻣ‬ ‫ﮭ‬ ‫م‬ ‫ﺟ‬ ‫د‬ ‫ا‬ ، ‫ﺣ‬ ‫ﯾ‬ ‫ث‬ ‫ﯾ‬ ‫ﺣ‬ ‫د‬ ‫د‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﺗ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻠ‬ ‫ﯾ‬ ‫د‬ ‫ﯾ‬ ‫ﺔ‬ . • ‫و‬ ‫ﻛ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ذ‬ ‫ﻛ‬ ‫ر‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﻘ‬ ‫ﺎ‬ ، ‫ﻋ‬ ‫ﻧ‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ث‬ ‫ﻋ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ّ ‫ل‬ ‫ﻓ‬ ‫ﺈ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ﺣ‬ ‫د‬ ‫ھ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﻔ‬ ‫ﻲ‬ ، ‫ﺑ‬ ‫ل‬ ‫ﯾ‬ ‫ﻛ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ . @hani_now
‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫ﺎ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺋ‬ ‫ﻲ‬ 15 ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ ‫ﺑ‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫و‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ، ‫ﻓ‬ ‫ﻲ‬ ‫ﻧ‬ ‫ظ‬ ‫ﺎ‬ ‫م‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺋ‬ ‫ﻲ‬ ) ‫ﺗ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ر‬ ‫ي‬ ( ، ‫ﺣ‬ ‫ﯾ‬ ‫ث‬ ‫ﯾ‬ ‫ؤ‬ ‫ﺛ‬ ‫ر‬ ‫ﻛ‬ ‫ل‬ ‫ﻋ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫و‬ ‫ا‬ ‫ﻣ‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻵ‬ ‫ﺧ‬ ‫ر‬ ، ‫ﺑ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ذ‬ ‫ﻟ‬ ‫ك‬ ‫ﺗ‬ ‫ﺄ‬ ‫ﺛ‬ ‫ﯾ‬ ‫ر‬ ‫ه‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ . ‫ﺗ‬ ‫ﺷ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺻ‬ ‫ر‬ : .1 ‫ﺗ‬ ‫ﻧ‬ ‫ظ‬ ‫ﯾ‬ ‫م‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ . .2 ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫و‬ ‫ا‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻻ‬ ‫ﻗ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫د‬ ‫ﯾ‬ ‫ﺔ‬ . .3 ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺟ‬ ‫ﯾ‬ ‫و‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺔ‬ . . ‫و‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ھ‬ ‫ﺎ‬ . @hani_now
‫ﻣ‬ ‫ﺎ‬ ‫ھ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ ‫؟‬ ‫ﻣ‬ ُ ‫ﺻ‬ ‫ط‬ ‫ﻠ‬ ‫ﺢ‬ ‫ﯾ‬ ‫ﺷ‬ ‫ﯾ‬ ‫ر‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﻣ‬ ‫و‬ ‫ﻋ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ﯾ‬ ‫ﺻ‬ ‫ﻌ‬ ‫ب‬ ‫ﺗ‬ ‫ﺧ‬ ‫ز‬ ‫ﯾ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺎ‬ ‫أ‬ ‫و‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﺟ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﺳ‬ ‫ﺑ‬ ‫ب‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ‫أ‬ ‫و‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﻘ‬ ‫ﯾ‬ ‫د‬ ‫ھ‬ ‫ﺎ‬ ‫ﺑ‬ ‫و‬ ‫ا‬ ‫ﺳ‬ ‫ط‬ ‫ﺔ‬ ‫إ‬ ‫ﺣ‬ ‫د‬ ‫ى‬ ‫ا‬ ‫ﻷ‬ ‫د‬ ‫و‬ ‫ا‬ ‫ت‬ ‫أ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ط‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺗ‬ ‫ﺎ‬ ‫د‬ ‫ة‬ ‫ﻹ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ . ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ 16 @hani_now
• ‫ﺣ‬ ‫ﺟ‬ ‫ﻣ‬ ‫ﮭ‬ ‫ﺎ‬ ، • ‫و‬ ‫ﺳ‬ ‫ر‬ ‫ﻋ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ) ‫ﺑ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻧ‬ ‫ﻰ‬ ‫ﻣ‬ ‫ﻌ‬ ‫د‬ ‫ل‬ ‫ﺗ‬ ‫و‬ ‫ﻟ‬ ‫د‬ ‫ھ‬ ‫ﺎ‬ ‫و‬ ‫ﺗ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ر‬ ‫ھ‬ ‫ﺎ‬ ‫و‬ ‫و‬ ‫ﺟ‬ ‫و‬ ‫ب‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﺟ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﺷ‬ ‫ر‬ ‫ة‬ ( ، • ‫و‬ ‫ﺗ‬ ‫ﻧ‬ ‫و‬ ‫ﻋ‬ ‫ﮭ‬ ‫ﺎ‬ ) ‫ا‬ ‫ﻧ‬ ‫ﻌ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ﺗ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﻘ‬ ‫ﮭ‬ ‫ﺎ‬ ‫و‬ ‫ﺗ‬ ‫ﻌ‬ ‫د‬ ‫د‬ ‫أ‬ ‫ﻧ‬ ‫و‬ ‫ا‬ ‫ﻋ‬ ‫ﮭ‬ ‫ﺎ‬ ‫و‬ ‫أ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ﻣ‬ ‫ر‬ ‫ﺗ‬ ‫ﺑ‬ ‫ﺔ‬ ( ، • ‫و‬ ‫أ‬ ‫ھ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ) ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺿ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﻔ‬ ‫ﮭ‬ ‫ﻣ‬ ‫ﮭ‬ ‫ﺎ‬ ( • ‫و‬ ‫ﺣ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ ) ‫د‬ ‫ﻗ‬ ‫ﺔ‬ ‫أ‬ ‫د‬ ‫و‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ﺎ‬ ‫س‬ ‫و‬ ‫ﻧ‬ ‫ﺣ‬ ‫و‬ ‫ذ‬ ‫ﻟ‬ ‫ك‬ ‫؛‬ ‫ھ‬ ‫ل‬ ‫ﯾ‬ ‫ﻣ‬ ‫ﻛ‬ ‫ن‬ ‫ا‬ ‫ﻻ‬ ‫ﻋ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﺎ‬ ‫د‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﮭ‬ ‫ﺎ‬ ‫؟‬ ( ‫ﺳ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ 17 @hani_now
.1 ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ﻣ‬ ‫ن‬ ‫ﻣ‬ ‫ﺻ‬ ‫ﺎ‬ ‫د‬ ‫ر‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻌ‬ ‫د‬ ‫د‬ ‫ة‬ .2 ‫ﺣ‬ ‫ﺟ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ 18 @hani_now
• ‫ﯾ‬ ‫ﺑ‬ ‫د‬ ‫أ‬ ‫ﻛ‬ ‫ل‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫و‬ ‫ى‬ ‫ﻣ‬ ‫ن‬ ‫ﻣ‬ ‫ﺳ‬ ‫ﺗ‬ ‫و‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ن‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﺎ‬ ‫و‬ ‫ن‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ل‬ ‫و‬ ‫ا‬ ‫ﻻ‬ ‫ﺑ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ر‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ . • ‫إ‬ ‫ن‬ ّ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺑ‬ ‫ط‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺢ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ن‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ر‬ ‫ﻣ‬ ‫ﮭ‬ ‫م‬ ‫ﺟ‬ ‫د‬ ‫ا‬ ً ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ق‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺢ‬ ، ‫ﻟ‬ ‫ذ‬ ‫ﻟ‬ ‫ك‬ ‫ﯾ‬ ‫ﺗ‬ ‫و‬ ‫ﺟ‬ ‫ب‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ر‬ ‫ء‬ ‫أ‬ ‫ن‬ ‫ﯾ‬ ‫ﻔ‬ ‫ﮭ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ﺟ‬ ‫ﯾ‬ ‫د‬ ‫ا‬ ً . ‫ا‬ ‫ﻟ‬ ‫د‬ ‫و‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﺋ‬ ‫ﯾ‬ ‫ﺳ‬ ‫ﻲ‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ 19 @hani_now
‫ﯾ‬ ُ ‫ﻌ‬ ‫ر‬ ‫ف‬ " ‫ا‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﺎ‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﮭ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﯾ‬ ‫ن‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ل‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ " ‫أ‬ ‫ر‬ ‫ﺑ‬ ‫ﻌ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫أ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ق‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ . ‫و‬ ‫ھ‬ ‫ﻲ‬ : .1 ‫ﻛ‬ ‫ﯾ‬ ‫ف‬ ‫ﻧ‬ ُ ‫ﺣ‬ ‫ﺳ‬ ّ ‫ن‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻷ‬ ‫ﻋ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ل‬ ‫؟‬ .2 ‫ﻛ‬ ‫ﯾ‬ ‫ف‬ ‫ﯾ‬ ‫ﻣ‬ ‫ﻛ‬ ‫ﻧ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺻ‬ ‫و‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫إ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ت‬ ‫ﺻ‬ ‫ﺣ‬ ‫ﯾ‬ ‫ﺣ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻲ‬ ‫ﻟ‬ ‫د‬ ‫ﯾ‬ ‫ﻧ‬ ‫ﺎ‬ ‫؟‬ .3 ‫ﻛ‬ ‫ﯾ‬ ‫ف‬ ‫ﻧ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫م‬ ‫ھ‬ ‫ذ‬ ‫ه‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﻹ‬ ‫ﺷ‬ ‫ر‬ ‫ا‬ ‫ك‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ﻼ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫و‬ ‫ظ‬ ‫ﻔ‬ ‫ﯾ‬ ‫ن‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ر‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫ﺑ‬ ‫ﮭ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﺷ‬ ‫ﻛ‬ ‫ل‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ ‫؟‬ .4 ‫ﻛ‬ ‫ﯾ‬ ‫ف‬ ‫ﻧ‬ ‫د‬ ‫ﯾ‬ ‫ر‬ ‫ﻣ‬ ‫ﺧ‬ ‫ﺎ‬ ‫ط‬ ‫ر‬ ‫ز‬ ‫ﯾ‬ ‫ﺎ‬ ‫د‬ ‫ة‬ ‫ﺣ‬ ‫ﺟ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺣ‬ ‫ﺗ‬ ‫و‬ ‫ى‬ ‫و‬ ‫ﺗ‬ ‫ﻌ‬ ‫ﻘ‬ ‫ﯾ‬ ‫د‬ ‫ه‬ ‫؟‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ﻓ‬ ‫و‬ ‫ﺿ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ 20 @hani_now
• ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﻟ‬ ‫ﯾ‬ ‫ﺳ‬ ‫ت‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﯾ‬ ‫ﺔ‬ . ‫ﯾ‬ ‫ﺗ‬ ‫ﻣ‬ ‫ﺛ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ل‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ر‬ ‫ا‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻔ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﺔ‬ . • ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻲ‬ ‫ﺗ‬ ‫ؤ‬ ‫د‬ ‫ي‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬ • ‫ﻣ‬ ‫د‬ ‫ﻋ‬ ‫و‬ ‫ﻣ‬ ‫ﺔ‬ ‫ﺑ‬ ‫ﺄ‬ ‫ﺣ‬ ‫د‬ ‫ث‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ » ‫ا‬ ‫ﻧ‬ ‫ﺗ‬ ‫ر‬ ‫ﻧ‬ ‫ت‬ ‫ا‬ ‫ﻷ‬ ‫ﺷ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ء‬ « ‫و‬ » ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺻ‬ ‫ط‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﻲ‬ « ‫و‬ ‫ﻏ‬ ‫ﯾ‬ ‫ر‬ ‫ھ‬ ‫ﺎ‬ . • ‫ا‬ ‫ﻟ‬ ‫ﮭ‬ ‫د‬ ‫ف‬ ‫ھ‬ ‫و‬ ‫ﺟ‬ ‫ﻌ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ » ‫ذ‬ ‫ا‬ ‫ت‬ ‫ﻓ‬ ‫ﺎ‬ ‫ﺋ‬ ‫د‬ ‫ة‬ « ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬ 21 @hani_now
• ‫ﻻ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﻠ‬ ‫ﺢ‬ ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫إ‬ ‫ﻻ‬ ‫إ‬ ‫ذ‬ ‫ا‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﺑ‬ ‫ﺈ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ﺑ‬ ‫ط‬ ‫ر‬ ‫ﯾ‬ ‫ﻘ‬ ‫ﺔ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬ . • ‫ﯾ‬ ‫ﺟ‬ ‫ب‬ ‫أ‬ ‫ن‬ ‫ﯾ‬ ‫ﻛ‬ ‫و‬ ‫ن‬ ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ﺳ‬ ‫ر‬ ‫ﯾ‬ ‫ﻌ‬ ‫ﺎ‬ ً ‫ﻣ‬ ‫ﻊ‬ ‫ﺿ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ن‬ ‫ﺟ‬ ‫و‬ ‫د‬ ‫ﺗ‬ ‫ﮭ‬ ‫ﺎ‬ . • ‫ﯾ‬ ‫ﺟ‬ ‫ب‬ ‫أ‬ ‫ﺧ‬ ‫ذ‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫د‬ ‫ﯾ‬ ‫د‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﺑ‬ ‫ﻌ‬ ‫ﯾ‬ ‫ن‬ ‫ا‬ ‫ﻻ‬ ‫ﻋ‬ ‫ﺗ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ر‬ ‫ﻟ‬ ‫ﻼ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﻲ‬ ‫ﻟ‬ ‫ﻛ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ھ‬ ‫ﺎ‬ ‫ﺋ‬ ‫ﻠ‬ ‫ﺔ‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ . ‫إ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬ 22 @hani_now
‫ﺻ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺞ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ • ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ر‬ ‫ﻛ‬ ‫ﯾ‬ ‫ز‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫د‬ ‫ﻗ‬ ‫ﺔ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺟ‬ ‫و‬ ‫د‬ ‫ة‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ﺋ‬ ‫ﺞ‬ • ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻷ‬ ‫ﻣ‬ ‫و‬ ‫ر‬ ‫ﻧ‬ ‫ﺣ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫ر‬ ‫ﻋ‬ ‫ﺔ‬ • ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ف‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﺗ‬ ‫ﺟ‬ ‫ﺎ‬ ‫ه‬ ‫ا‬ ‫ﻟ‬ ‫ﺳ‬ ‫و‬ ‫ق‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺗ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ر‬ • ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻘ‬ ‫ﯾ‬ ‫ق‬ ‫ﻓ‬ ‫و‬ ‫ا‬ ‫ﺋ‬ ‫د‬ ‫ﺗ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ • ‫ا‬ ‫ﺗ‬ ‫ﺧ‬ ‫ﺎ‬ ‫ذ‬ ‫ﻗ‬ ‫ر‬ ‫ا‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫أ‬ ‫ﻓ‬ ‫ﺿ‬ ‫ل‬ • ‫ا‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﺧ‬ ‫د‬ ‫ا‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺻ‬ ‫ط‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﻲ‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ﻧ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ط‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻧ‬ ‫ﻰ‬ ‫ا‬ ‫ﺿ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﻲ‬ 23 @hani_now
‫و‬ ‫ﺑ‬ ‫ﻐ‬ ‫ض‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫ر‬ ‫ﻋ‬ ‫ن‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻛ‬ ‫و‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ، ‫ﺗ‬ ‫و‬ ‫ﺟ‬ ‫د‬ ‫ھ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ك‬ ‫ﻋ‬ ‫د‬ ‫ة‬ ‫ﺟ‬ ‫و‬ ‫ا‬ ‫ﻧ‬ ‫ب‬ ‫ﻣ‬ ‫ﺷ‬ ‫ﺗ‬ ‫ر‬ ‫ﻛ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫د‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ا‬ ‫ﻷ‬ ‫و‬ ‫ﻟ‬ ‫و‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ . ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ؤ‬ ‫ﻛ‬ ‫د‬ ‫ﺟ‬ ‫د‬ ‫ا‬ ‫أ‬ ‫ن‬ ‫ﺑ‬ ‫ر‬ ‫ا‬ ‫ﻣ‬ ‫ﺞ‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻛ‬ ‫و‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻻ‬ ‫ﻟ‬ ‫ﻛ‬ ‫ﺗ‬ ‫ر‬ ‫و‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﮭ‬ ‫و‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ھ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ل‬ ‫ا‬ ‫ﻷ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﻲ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫م‬ . ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫م‬ 24 @hani_now
‫ا‬ ‫ﻟ‬ ‫د‬ ‫و‬ ‫ا‬ ‫ﻓ‬ ‫ﻊ‬ ‫ا‬ ‫ﻷ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺔ‬ – ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫م‬ ‫ﺧ‬ ‫ﻔ‬ ‫ض‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﯾ‬ ‫ف‬ 25 ‫ﺗ‬ ‫ﻌ‬ ‫ز‬ ‫ﯾ‬ ‫ز‬ ‫ﺗ‬ ‫ﺟ‬ ‫ر‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫و‬ ‫ا‬ ‫ط‬ ‫ن‬ ‫ﻗ‬ ‫د‬ ‫ر‬ ‫أ‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﺷ‬ ‫ﻔ‬ ‫ﺎ‬ ‫ﻓ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﺗ‬ ‫ﻠ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ط‬ ‫ﻠ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ت‬ @hani_now
‫ﺗ‬ ‫ط‬ ‫و‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫د‬ ‫و‬ ‫ا‬ ‫ﻓ‬ ‫ﻊ‬ ‫ا‬ ‫ﻷ‬ ‫ﺳ‬ ‫ﺎ‬ ‫ﺳ‬ ‫ﯾ‬ ‫ﺔ‬ – ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫م‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ 26 ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﯾ‬ ‫ﺷ‬ ‫ﻣ‬ ‫ل‬ ‫أ‬ ‫ﻧ‬ ‫ظ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ﻛ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﺻ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻛ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﻣ‬ ‫ر‬ ‫ا‬ ‫ﻗ‬ ‫ﺑ‬ ‫ﺔ‬ ‫ا‬ ‫ﻻ‬ ‫ﺷ‬ ‫ر‬ ‫ا‬ ‫ﻓ‬ ‫ﯾ‬ ‫ﺔ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺻ‬ ‫و‬ ‫ل‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ . • ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺔ‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ﻣ‬ ‫ﻧ‬ ‫ظ‬ ‫و‬ ‫ر‬ ‫أ‬ ‫و‬ ‫ﺿ‬ ‫ﺢ‬ ‫ﻟ‬ ‫ﻠ‬ ‫ﺗ‬ ‫ﺣ‬ ‫و‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﻲ‬ . • ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﺎ‬ ‫ﺟ‬ ‫ﺔ‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ﺗ‬ ‫ﻔ‬ ‫ﮭ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﻘ‬ ‫ﺑ‬ ‫ﺎ‬ ‫ت‬ ‫و‬ ‫ﺗ‬ ‫ط‬ ‫و‬ ‫ﯾ‬ ‫ر‬ ‫ا‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺔ‬ . • ‫ﺑ‬ ‫ﺣ‬ ‫ﻠ‬ ‫و‬ ‫ل‬ ‫ﻋ‬ ‫ﺎ‬ ‫م‬ 2019 ، ‫ﺳ‬ ‫و‬ ‫ف‬ ‫ﯾ‬ ‫ﻌ‬ ‫ﻣ‬ ‫ل‬ 35 % ‫ﻣ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺻ‬ ‫ﻧ‬ ‫ﻌ‬ ‫ﯾ‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ن‬ ‫ﻓ‬ ‫ﻲ‬ ‫ﻣ‬ ‫ﺑ‬ ‫ﺎ‬ ‫د‬ ‫ر‬ ‫ا‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﻲ‬ ‫ﻋ‬ ‫ﻠ‬ ‫ﻰ‬ ‫د‬ ‫ﻣ‬ ‫ﺞ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ﻣ‬ ‫ﻊ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ . • ‫ﺗ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ل‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺻ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﻊ‬ ‫إ‬ ‫ﻟ‬ ‫ﻰ‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺣ‬ ‫ر‬ ‫ك‬ ‫ﻧ‬ ‫ﺣ‬ ‫و‬ ‫ا‬ ‫ﻟ‬ ‫ﺛ‬ ‫و‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﺻ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ﻋ‬ ‫ﯾ‬ ‫ﺔ‬ 4.0 ‫ﺑ‬ ‫ﻧ‬ ‫ﮭ‬ ‫ﺞ‬ ‫أ‬ ‫ﻛ‬ ‫ﺛ‬ ‫ر‬ ‫و‬ ‫ﺿ‬ ‫و‬ ‫ﺣ‬ ‫ﺎ‬ ً . @hani_now
‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺿ‬ ‫ﺧ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ﻓ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻘ‬ ‫ط‬ ‫ﺎ‬ ‫ع‬ ‫ا‬ ‫ﻟ‬ ‫ﺣ‬ ‫ﻛ‬ ‫و‬ ‫ﻣ‬ ‫ﻲ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫و‬ ‫ا‬ ‫ر‬ ‫د‬ ‫ا‬ ‫ﻟ‬ ‫ﺑ‬ ‫ﺷ‬ ‫ر‬ ‫ﯾ‬ ‫ﺔ‬ 27 ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺗ‬ ‫ﺷ‬ ‫ﻐ‬ ‫ﯾ‬ ‫ﻠ‬ ‫ﯾ‬ ‫ﺔ‬ @hani_now ‫ا‬ ‫ﻻ‬ ‫ﺗ‬ ‫ﺻ‬ ‫ﺎ‬ ‫ﻻ‬ ‫ت‬ ‫و‬ ‫ﺗ‬ ‫ﻘ‬ ‫ﻧ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ ‫ا‬ ‫ﻟ‬ ‫ﺻ‬ ‫ﺣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﺎ‬ ‫ﻟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻹ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻟ‬ ‫ﻌ‬ ‫ﺎ‬ ‫ﻣ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫د‬ ‫ن‬ ‫ا‬ ‫ﻟ‬ ‫ذ‬ ‫ﻛ‬ ‫ﯾ‬ ‫ﺔ‬
28 ‫ﻛ‬ ‫ﺗ‬ ‫ﺎ‬ ‫ب‬ ‫ا‬ ‫ﻹ‬ ‫د‬ ‫ا‬ ‫ر‬ ‫ة‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ﻟ‬ ‫ﻧ‬ ‫ظ‬ ‫م‬ ‫ا‬ ‫ﻟ‬ ‫ﻣ‬ ‫ﻌ‬ ‫ﻠ‬ ‫و‬ ‫ﻣ‬ ‫ﺎ‬ ‫ت‬ : ‫ﺑ‬ ‫ﻧ‬ ‫ﺎ‬ ‫ء‬ ‫ا‬ ‫ﻻ‬ ‫ﺳ‬ ‫ﺗ‬ ‫ر‬ ‫ا‬ ‫ﺗ‬ ‫ﯾ‬ ‫ﺟ‬ ‫ﯾ‬ ‫ﺔ‬ ‫ا‬ ‫ﻟ‬ ‫ر‬ ‫ﻗ‬ ‫ﻣ‬ ‫ﯾ‬ ‫ﺔ‬ @hani_now @hani_now
‫ﺷ‬ ‫ﻛ‬ ‫ر‬ ‫ا‬ ً ‫ﻟ‬ ‫ﻛ‬ ‫م‬ @hani_now
Agile Data Management based on Data Mesh architecture Alexey Sidorov PhD Data Management Director, Chief Evangelist
31 Albert Einstein We cannot solve our problems with the same thinking we used when we created them
32 Evolution of Data Management
33 Data Warehouse Data Lake Invented in 1992 Invented in 2008
34 Martin Fowler, Chief Scientist ThoughtWorks We are gearing up for a shift to polyglot persistence - where any decent sized enterprise will have a variety of different data storage technologies for different kinds of data.
35 Businesses increasingly demand capabilities that enable them to achieve digital transformation through faster integration, real-time analytics, and better data discovery process
36 While IT keeps trying to get all data to a single repository, that data has grown across systems, transcending data warehouses, data lakes, cloud, and, more recently, to the edge.
37 Zhamak Dehghani, “Data Mesh Principles and Logical Architecture” While this centralized model can work for organizations that have a simpler domain with smaller number of diverse consumption cases, it fails for enterprises with rich domains, a large number of sources and a diverse set of consumers.
38 Data Warehouse Data Lake Virtual Data Invented in 1992 Invented in 2008
39 § Operational Data § Heavy Structured § Schema on Write § Monolithic § ETL § Expensive Storage § Analytical Data § Less Structured § Schema on Read § Monolithic § ELT § Inexpensive Storage § Any Data § Any Structure § Schema on Demand § Distributed § Virtualization § No Storage
40 Should Your Application Consider Data Mesh Connectivity? May 2020 … data mesh allows data sources to remain distributed and controlled by different organizations, but accessible to a centralized application”
41 Virtual Data Mesh Consumers Data Science Machine Learning Artificial Intelligence Mobile Applications Predictive Analytics Business Intelligence Unified Data Security Abstraction Layer Universal Access Self-Service Data Catalog Data Domains – Data as a Product
42 Closing Remarks
43 § Data Virtualization is a key technology when building a modern data architecture § It provides flexibility and agility and reduces the time to deliver data to the business by up to 10x § Data Virtualization hides the complexity of a constantly changing data infrastructure from the users § It allows you to introduce new technologies, formats, protocols, etc. without causing user disruption § Key Takeaways
§ Denodo – Leader of Data Management
Thanks! www.denodo.com info@denodo.com © Copyright Denodo Technologies. All rights reserved Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written authorization from Denodo Technologies. Alexey Sidorov PhD asidorov@denodo.com +971 56 625 3066 +7 915 185 5562
Your Data & AI Solution Provider
47 ExperTech § Artificial Intelligence § Big Data & Analysis § Business Intelligence § Internet of Things Our Core Technology Focus
48 ExperTech Our Clients
49 CONNECT, INTROSPECT & GOVERN ANY DATA SOURCE WITH ZERO DATA REPLICATION COMBINE & INTEGRATE INTO BUSINESS DATA VIEWS CONSUME & SECURE DATA VIEWS IN MULTIPLE FORMATS What is Data Virtualization? The core technology to enable modern data integration & data management Sales HR Executive Marketing Apps/API Data Science AI/ML
50 Data Virtualization – A Data Fabric Layer Consume in business applications Combine related data into views Connect to disparate data sources 2 3 1 DATA CONSUMERS DISPARATE DATA SOURCES Enterprise Applications, Reporting, BI, Portals, ESB, Mobile, Web, Users Databases & Warehouses, Cloud/Saas Applications, Big Data, NoSQL, Web, XML, Excel, PDF, Word... Analytical Operational Less Structured More Structured CONNECT COMBINE PUBLISH Multiple Protocols, Formats Query, Search, Browse Request/Reply, Event Driven Secure Delivery SQL, MDX Web Services Big Data APIs Web Automation and Indexing CONNECT COMBINE CONSUME Share, Deliver, Publish, Govern, Collaborate Discover, Transform, Prepare, Improve Quality, Integrate Normalized views of disparate data “Data virtualization integrates disparate data sources in real time or near-real time to meet demands for analytics and transactional data.” – Create a Road Map For A Real-time, Agile, Self- Service Data Platform, Forrester Research, Dec 16, 2015
51 Data Virtualization: Unified Data Integration and Delivery • Data Abstraction: decoupling applications/data usage from data sources • Data Integration without replication or relocation of physical data • Easy Access to Any Data, high performant and real-time/ right- time • Data Catalog for self-service data services and easy discovery • Unified metadata, security & governance across all data assets • Data Migration eliminating disruption to Line of Business applications and reducing risk and cost A logical data layer – a “data fabric” – that provides high-performant, real-time, and secure access to integrated business views of disparate data across the enterprise
52 Denodo Platform Architecture, How Does it Work? How it works Development Lifecycle Monitoring & Audit Governance Security Development Tools / SDK Scheduler Cache Optimiser JDBC/ODBC/ADO.Net SOAP / REST WS U LoB View Mart View J Application Layer Business Layer Unified View Unified View Unified View Unified View A J J Derived View Derived View J J S Transformation & Cleansing Data Source Layer Base View Base View Base View Base View Base View Base View Base View Abstraction
53 Data Virtualization Connects the Users to the Data That They Need 1. Data virtualization allows you to connect to (almost) any data source 2. You can combine and transform that data into the format needed by the consumer 3. The data can be exposed to the consumers in a format and interface that is usable by them • Typically consumers use the tools that they already use – they don’t have to learn new tools and skills to access the data 4. All of this can be done without copying or moving the data • The data stays in the original sources (databases, applications, files, etc.) and is retrieved, in real-time, on demand Cliffs Notes version (TL;DR)
Use Cases Data Virtualization
55 Customer 360 in Real Time § Higher customer loyalty and retention due to reduction in service response time from 6 minutes to 2 minutes, a 66% reduction. § Increased scalability of their data infrastructure systems to support business growth. § Greater revenue opportunities from upselling and cross-selling.
56 Enterprise Wide Data Access Layer § Intel accelerated the time of its average services deployments from 180 hours to 8 hours. § Time-to-market (TTM) for data delivery to business users has been reduced by 90% § Post-merger data integration has been greatly accelerated.
Q & A
Thanks! www.denodo.com info@denodo.com © Copyright Denodo Technologies. All rights reserved Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written authorization from Denodo Technologies. Alexey Sidorov PhD asidorov@denodo.com +971 56 625 3066 +7 915 185 5562 expertech.sa contact@expertech.sa

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