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#ุงู„ูˆุฑุฏ_ุงู„ูŠูˆู…ูŠ

ุงู„ุฌุฒุก ุงู„ุฎุงู…ุณ ูˆุงู„ุนุดุฑูˆู†
https://quran.com/ar/juz/25
โค3
Data Scientist Roadmap
|
|-- 1. Basic Foundations
| |-- a. Mathematics
| | |-- i. Linear Algebra
| | |-- ii. Calculus
| | |-- iii. Probability
| | `-- iv. Statistics
| |
| |-- b. Programming
| | |-- i. Python
| | | |-- 1. Syntax and Basic Concepts
| | | |-- 2. Data Structures
| | | |-- 3. Control Structures
| | | |-- 4. Functions
| | | `-- 5. Object-Oriented Programming
| | |
| | `-- ii. R (optional, based on preference)
| |
| |-- c. Data Manipulation
| | |-- i. Numpy (Python)
| | |-- ii. Pandas (Python)
| | `-- iii. Dplyr (R)
| |
| `-- d. Data Visualization
| |-- i. Matplotlib (Python)
| |-- ii. Seaborn (Python)
| `-- iii. ggplot2 (R)
|
|-- 2. Data Exploration and Preprocessing
| |-- a. Exploratory Data Analysis (EDA)
| |-- b. Feature Engineering
| |-- c. Data Cleaning
| |-- d. Handling Missing Data
| `-- e. Data Scaling and Normalization
|
|-- 3. Machine Learning
| |-- a. Supervised Learning
| | |-- i. Regression
| | | |-- 1. Linear Regression
| | | `-- 2. Polynomial Regression
| | |
| | `-- ii. Classification
| | |-- 1. Logistic Regression
| | |-- 2. k-Nearest Neighbors
| | |-- 3. Support Vector Machines
| | |-- 4. Decision Trees
| | `-- 5. Random Forest
| |
| |-- b. Unsupervised Learning
| | |-- i. Clustering
| | | |-- 1. K-means
| | | |-- 2. DBSCAN
| | | `-- 3. Hierarchical Clustering
| | |
| | `-- ii. Dimensionality Reduction
| | |-- 1. Principal Component Analysis (PCA)
| | |-- 2. t-Distributed Stochastic Neighbor Embedding (t-SNE)
| | `-- 3. Linear Discriminant Analysis (LDA)
| |
| |-- c. Reinforcement Learning
| |-- d. Model Evaluation and Validation
| | |-- i. Cross-validation
| | |-- ii. Hyperparameter Tuning
| | `-- iii. Model Selection
| |
| `-- e. ML Libraries and Frameworks
| |-- i. Scikit-learn (Python)
| |-- ii. TensorFlow (Python)
| |-- iii. Keras (Python)
| `-- iv. PyTorch (Python)
|
|-- 4. Deep Learning
| |-- a. Neural Networks
| | |-- i. Perceptron
| | `-- ii. Multi-Layer Perceptron
| |
| |-- b. Convolutional Neural Networks (CNNs)
| | |-- i. Image Classification
| | |-- ii. Object Detection
| | `-- iii. Image Segmentation
| |
| |-- c. Recurrent Neural Networks (RNNs)
| | |-- i. Sequence-to-Sequence Models
| | |-- ii. Text Classification
| | `-- iii. Sentiment Analysis
| |
| |-- d. Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU)
| | |-- i. Time Series Forecasting
| | `-- ii. Language Modeling
| |
| `-- e. Generative Adversarial Networks (GANs)
| |-- i. Image Synthesis
| |-- ii. Style Transfer
| `-- iii. Data Augmentation
|
|-- 5. Big Data Technologies
| |-- a. Hadoop
| | |-- i. HDFS
| | `-- ii. MapReduce
| |
| |-- b. Spark
| | |-- i. RDDs
| | |-- ii. DataFrames
| | `-- iii. MLlib
| |
| `-- c. NoSQL Databases
| |-- i. MongoDB
| |-- ii. Cassandra
| |-- iii. HBase
| `-- iv. Couchbase
|
|-- 6. Data Visualization and Reporting
| |-- a. Dashboarding Tools
| | |-- i. Tableau
| | |-- ii. Power BI
| | |-- iii. Dash (Python)
| | `-- iv. Shiny (R)
| |
| |-- b. Storytelling with Data
| `-- c. Effective Communication
|
|-- 7. Domain Knowledge and Soft Skills
| |-- a. Industry-specific Knowledge
| |-- b. Problem-solving
| |-- c. Communication Skills
| |-- d. Time Management
| `-- e. Teamwork
|
`-- 8. Staying Updated and Continuous Learning
|-- a. Online Courses
|-- b. Books and Research Papers
|-- c. Blogs and Podcasts
|-- d. Conferences and Workshops
`-- e. Networking and Community Engagement
๐Ÿ‘1
#jobs
โ€”โ€”โ€”

Cegedim Egypt now is hiring for these available positions

- DevOps Engineers
- Full stack .Net Angular Developer
- Full stack .Net React Developer
- Manual tester with potential automation experience

Requirements:
- Very good English proficiency
- A minimum of 4 years of experience
- Egyptians

If you are interested in any of these opportunities and you believe you meet the requirements, please send your CV to nada.khedr@cegedim.com
Just make sure to include the title of the position you are applying for in the subject line of your email.
ู…ุง ุจุนุฏ ุงู„ุฃุณุงุณูŠุงุช - Beyond The Basics ๐Ÿ”ป

https://www.linkedin.com/posts/dev-alisamir_programming-softwareengineering-softwareengineer-activity-7181611950898831360-BKcp
#jobs
โ€”โ€”โ€”

Web User Interface Developer
https://www.linkedin.com/jobs/view/3882652224

Frontend Developer - Jeddah
https://www.linkedin.com/jobs/view/3879059525

Senior Frontend Developer (Angular)
https://www.linkedin.com/jobs/view/3882807300

Full Stack Developer (Django & React.js)
https://www.linkedin.com/jobs/view/3882446703

Application Developer
https://www.linkedin.com/jobs/view/3882650806

Mid-Level Engineer - Yii2 PHP
https://www.linkedin.com/jobs/view/3882074567

Senior Web Developer
https://www.linkedin.com/jobs/view/3869952215

Backend Engineer
https://www.linkedin.com/jobs/view/3884167712

Back End Developer
https://www.linkedin.com/jobs/view/3882802045

PHP Developer
https://www.linkedin.com/jobs/view/3882825969

Frontend Developer - Remotely
https://www.linkedin.com/jobs/view/3855348590

Junior Dotnet Developer
https://www.linkedin.com/jobs/view/3882661676

Frontend Developer Vue.js (Mid-Level)
https://www.linkedin.com/jobs/view/3882811738

Full Stack Developer
https://www.linkedin.com/jobs/view/3882828412

Senior Front-end Developer
https://www.linkedin.com/jobs/view/3882815369

Dotnet Developer
https://www.linkedin.com/jobs/view/3875835767

Senior Software Engineer
https://www.linkedin.com/jobs/view/3882672696

Software Engineer - Backend (Remote)
https://www.linkedin.com/jobs/view/3852937280

Java Spring MVC Developer
https://www.linkedin.com/jobs/view/3882811211

Senior React Native Developer
https://www.linkedin.com/jobs/view/3884369472

Senior Software Engineer
https://www.linkedin.com/jobs/view/3880101579

Senior Flutter Software Engineer
https://www.linkedin.com/jobs/view/3882822988

Software Engineer II
https://www.linkedin.com/jobs/view/3882097558

Senior Software Testing Engineer
https://www.linkedin.com/jobs/view/3882822799

Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3882670178

DevOps Engineer
https://www.linkedin.com/jobs/view/3882672255

Senior Front End Engineer
https://www.linkedin.com/jobs/view/3760450999

Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3882816782

Senior Dotnet Developer
https://www.linkedin.com/jobs/view/3882665308

Senior Software Engineer - .Net Full Stack
https://www.linkedin.com/jobs/view/3884364949

Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3882822584

DevOps Engineer
https://www.linkedin.com/jobs/view/3880625421

Senior Backend Engineer, Talent Operations
https://www.linkedin.com/jobs/view/3875173293

Senior Software Engineer (f/m/d)
https://www.linkedin.com/jobs/view/3880159179

Back-End Engineer
https://www.linkedin.com/jobs/view/3884117374

Senior .Net Developer
https://www.linkedin.com/jobs/view/3881224961
#ุงู„ูˆุฑุฏ_ุงู„ูŠูˆู…ูŠ

ุงู„ุฌุฒุก ุงู„ุณุงุฏุณ ูˆุงู„ุนุดุฑูˆู†
https://quran.com/ar/juz/26
โค2
ูƒู…ุง ูˆุตู„ู†ูŠ...

#jobs
โ€”โ€”โ€”

Job Title: Software Developer

Experience: At least 1 year

Location: Fully From Office [Heliopolis, Almaza]

Salary: USD

Job Description:

Seeking a proficient software developer with experience in designing and developing web applications using JavaScript, Angular, TypeScript, and NodeJS. The ideal candidate should have a solid understanding of programming concepts and analytical skills. This role involves end-to-end development of cross-device web and mobile applications.

Primary Objectives:
- Work as part of an agile development team
- Write, modify, and debug web applications using HTML, CSS, JavaScript, Angular, and NodeJS
- Learn new technologies and frameworks
- Coordinate and communicate effectively with team members
- Practice test-driven development
- Provide technical support on deployed solutions
- Ensure solutions are well-engineered, operable, maintainable, and delivered on schedule

Job Requirements:

Formal Qualifications/Certification:
- Computer Science degree or equivalent experience

Experience:
- At least 1 year of hands-on Software Development experience in web applications using JavaScript, Angular, and related technologies
- Object-Oriented analysis and design using common design patterns
- Knowledge of database design and development for Relational Databases, SQL, and ORM technologies
- Good written and verbal communication skills in English

Skills:
- Core JavaScript (ECMA 5 or 6 specifications)
- HTML5, Bootstrap, Angular, and NodeJS
- Unit testing, code management, and design tools
- Good written and oral communication skills
- Collaborative problem-solving capabilities
- Effective presentation of technical information to diverse audiences

Company Overview:
<< We build software for customer care >>

The company specializes in software for contact centers, including Cisco UCCE, UCCX, or PCCE, FreeSwitch/FusionPBX, CTI integration with Oracle Siebel or Oracle Service Cloud, Microsoft Dynamics, Salesforce, SAP Interaction Center, ServiceNow, multimedia collaboration channels, media routing (Chat over SMS, WhatsApp, Viber, Facebook Messenger), multimedia outbound campaigns, call center supervisor solutions, tools for planning, tracking & scoring customer interactions, finesse gadgets, reporting solutions, and wallboards.

Hiring Process:
Two interviews, at least the first is via video conference.
Interested candidates can apply at jobs.hr@zoho.com with the job title.
#jobs
โ€”โ€”โ€”

Frontend Developer
https://www.linkedin.com/jobs/view/3886206634

Web Developer
https://www.linkedin.com/jobs/view/3884219599

Software Development Engineer
https://www.linkedin.com/jobs/view/3886207568

React Native Developer
https://www.linkedin.com/jobs/view/3766616082

Front-End Developer
https://www.linkedin.com/jobs/view/3888016212

Senior Software Engineer
https://www.linkedin.com/jobs/view/3884263581

Senior Mobile Engineer
https://www.linkedin.com/jobs/view/3885731330

SW Senior React.js Developer _VOIS
https://www.linkedin.com/jobs/view/3884948180

Full-Stack Engineer - Integrations team (.NET/C# + JavaScript/TypeScript + HTML)
https://www.linkedin.com/jobs/view/3885806917

SW Senior React Native Developer _VOIS
https://www.linkedin.com/jobs/view/3884946175

Senior Dotnet Developer
https://www.linkedin.com/jobs/view/3884684863

Python Developer
https://www.linkedin.com/jobs/view/3887431009

Sr. Front End Developer
https://www.linkedin.com/jobs/view/3870668627

Senior Backend Developer PHP / WordPress
https://www.linkedin.com/jobs/view/3884237066

Data Engineer
https://www.linkedin.com/jobs/view/3884853955

WordPress Developer
https://www.linkedin.com/jobs/view/3884278572

Senior Software Test Engineer
https://www.linkedin.com/jobs/view/3886206373

ETIC, Frontend Developer - Associate
https://www.linkedin.com/jobs/view/3887326273

Senior .NET Developer
https://www.linkedin.com/jobs/view/3884214943

Senior Backend Engineer
https://www.linkedin.com/jobs/view/3887718722

Senior Java Developer
https://www.linkedin.com/jobs/view/3888010906
#ุงู„ูˆุฑุฏ_ุงู„ูŠูˆู…ูŠ

ุงู„ุฌุฒุก ุงู„ุณุงุจุน ูˆุงู„ุนุดุฑูˆู†
https://quran.com/ar/juz/27
โค4