BOISNARD_Jérémy_-_Présentation_Mémoire_PRS_MIA_24.2

01/10/2024

Présentée par Jérémy BOISNARD Tuteur Ali TAOURIRT Référent Sayf BEJAOUI

Exploration des villes intelligentes : l’IA et le Big Data comme outils stratégiques

2022 - 2024

2021 - 2022

2019 - 2021

Mastère Dev, bigdata & IA

Bachelor Développement fullstack & DevOps

DEUST SINE

Présentation personnelle

Conclusion

Éthique et perspectives

Études de cas

Domaines

Définition et concepts

Problématique

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Sommaire

Comment l’IA et le Big Data peuvent-ils contribuer à la création de villes plus durables et efficaces ?

Smart Cities

Big Data

Intelligence Artificielle

Définition et concepts

Définition et concepts

Définition et concepts

Domaines

Sécurité publique et services d’urgence

Gestion du trafic et transports

Gestion des déchets

Domaines

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Gestion des déchets

• Drones à New York City
• Centro de Operações Rio au Brésil

• Adaptive Traffic Signal Control System à Singapour
• Split Cycle Offset Optimization Technique à Londres

Gestion du trafic et des transports

• Capteurs à San Francisco
• Waste Collection Intelligence à Helsinki

Études de cas - Les projets

Sécurité publique et services d’urgence

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Études de cas

Pékin

Essonne

Helsinki

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• Gestion du trafic et des transports
• Urbanisme et développement durable
• Infrastructure intelligente
• Gestion des déchets

Études de cas - Helsinki

Réseaux Neuronaux Récurrents

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• Transition énergétique et écologique
• Mobilité intelligente
• Gestion des déchets et de l’eau
• Gestion du trafic et des transports

Études de cas - Essonne

Deep Reinforcement Learning

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• Éducation
• Gouvernance et engagement civique
• Surveillance environnementale
• Sécurité publique et services d’urgence

Études de cas - Pékin

Computer Vision

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Études de cas - Enquête

38 réponses en France 1 réponse aux États-Unis 1 réponse en Suisse

Répartitions géographique des répondants

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Études de cas - Enquête

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Études de cas - Enquête

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Études de cas - Enquête

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Études de cas - Enquête

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Perspectives d’avenir

Conclusion

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Merci de votre attention !

Avez-vous des questions ?

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Contents of this template

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Physical resources

Our project requires a number of specialized pieces of equipment. We will be using [insert equipment and their functions]. All equipment is in good working condition and has been tested and calibrated prior to use

Our project budget is $100,000. This budget includes all expenses associated with the project, including salaries and equipment. We have allocated these resources to ensure that we are able to complete the project within budget

The project team is responsible for the successful execution of the project. Our team is composed of experienced professionals with the necessary skills and expertise to complete the project on time and within budget

Financial resources

Human resources

Resources

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Our aim

An aim in a corporate context is a goal or desired result that the organization seeks to achieve. The aim should be clear and achievable, and often serves as the basis for further planning actions inside the organization

Goals inside a company are usually specific and measurable, with clearly defined deadlines and outcomes. The company’s goals help focus the actions of the organization and ensure resources are used effectively

Objectives

The goal

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Travel and miscellaneous

Personnel costs

Sources of funding

Travel and miscellaneous costs refer to expenses related to any travel-related activities, such as conferences, trainings or business trips. It may also include office supplies, communications services, licenses and other miscellaneous expenses

Equipment and materials costs refer to all the expenses related to the purchasing, maintenance and upkeep of any physical items used in production or other business processes inside the company

Personnel costs refer to the expenses incurred in hiring, training and retaining staff for a company. This can include salaries, bonuses, benefits and other payroll-related costs

Funding for a company can come from personal savings or investments, bank loans and other loan options, venture capital and angel investors, grants, competitions or programs, crowdfunding…

Budget

Equipment and materials

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Solution 6

Solution 5

Solution 4

Establishing strategic partnerships with other businesses to gain access to new markets or innovative technologies

Launching an e-commerce platform to expand the reach of the business and increase online sales

Solution 3

Solution 2

Solution 1

Implementing a cost-saving initiative, such as energy-efficient practices or process automation, to reduce expenses

Developing a new product or service to diversify the business and increase revenue streams

Outsourcing specific business functions (such as accounting or IT) to a third-party provider to reduce costs and increase time efficiency

Implementing a new CRM (Customer Relationship Management) system to improve customer data management and sales tracking

Solutions

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Market share in the industry

25%

Net profit of the project

$500,000

200 units

Break-even point

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First-year revenue of the project

10 million

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Graphs in project proposals offer visual organization, enabling clear presentation of information in a structured format. They enhance the visual appeal, facilitate data comparison and improve overall clarity and professionalism of your project proposal

Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

Benefits of using graphs

Project data

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Project activities

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1. Product/website description: A brief overview of the product/website, including its key features, dimensions, and materials used
2. Features and benefits: A detailed explanation of the product's/website's features and how they will benefit the user
3. Technical specifications: A list of the product's/website's technical specifications, such as dimensions, weight, power requirements, connectivity options and hosting platform

What to show in a mockup

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Continuously improve the product based on customer feedback and market trends

Explore opportunities for growth and expansion of the product or service

Provide customer support to ensure customer satisfaction

Release the product or service to the market with a comprehensive launch plan

Execute a marketing campaign to promote the product to the target audience

Test the product with a group of users to receive feedback and improve the product

Create the product or service by defining features, design, and functionality

Conduct market research and analyze the target audience to identify opportunities

Project timeline

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Project roadmap

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A photo showcase can be a useful addition to a business project proposal as it can help to visually communicate the concept or idea being proposed

Photo showcase

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Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

Time to complete a task

Output per worker

2h

120 u/day

KPI dashboard

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Labor

Other

Overhead

Equipment

Materials

Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

Project expenses

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Here’s an assortment of alternative resources whose style fits that of this template: Vectors:

• World habitat day illustration concept
• World habitat day celebration

Alternative resources

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Did you like the resources in this template? Get them on these websites: Vectors:

• Flat design world habitat day
• Flat design world habitat day

• Businesswomen going to work together in the city
• Men shaking hands close up
• Close up team working together
• High angle hand holding eco lightbulb
• Medium shot men working on project

Resources

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Fonts & colors used

#f0f6ff

#d4f5bd

#7fc46c

#158c6a

#93c3e6

#6c75b5

#ccdeff

#2f3774

This presentation has been made using the following fonts: Mukta (https://fonts.google.com/specimen/Mukta) Albert Sans (https://fonts.google.com/specimen/Albert+Sans)

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Use our editable graphic resources...

You can easily resize these resources without losing quality. To change the color, just ungroup the resource and click on the object you want to change. Then, click on the paint bucket and select the color you want. Group the resource again when you’re done. You can also look for more infographics on Slidesgo.

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Task 2

Task 1

PHASE 1

APRIL

MARCH

FEBRUARY

JANUARY

Task 2

Task 1

Task 2

Task 1

PHASE 2

PHASE 1

JUNE

MAY

APRIL

MARCH

FEBRUARY

JANUARY

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...and our sets of editable icons

You can resize these icons without losing quality. You can change the stroke and fill color; just select the icon and click on the paint bucket/pen. In Google Slides, you can also use Flaticon’s extension, allowing you to customize and add even more icons.

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Medical Icons

Educational Icons

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Teamwork Icons

Business Icons

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Help & Support Icons

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Performing Arts Icons

Creative Process Icons

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SEO & Marketing Icons