Serverless Node.js Tutorial โ Neon Serverless Postgres, AWS Lambda, Next.js, Vercel
https://youtu.be/cxgAN7T3rq8
https://youtu.be/cxgAN7T3rq8
YouTube
Serverless Node.js Tutorial โ Neon Serverless Postgres, AWS Lambda, Next.js, Vercel
Learn how to code an Express.js and Node.js app running on AWS Lambda, leveraging Neon Serverless Postgres (https://neon.tech/education) and the Serverless Framework. This course will also teach you how to deploy to Vercel.
โ๏ธ Course developed by @CodingEntrepreneursโฆ
โ๏ธ Course developed by @CodingEntrepreneursโฆ
๐1
ู
ูุงู ูุฐูุฐ ุนู ุงููSOLID Principles
The S.O.L.I.D Principles in Pictures
https://medium.com/backticks-tildes/the-s-o-l-i-d-principles-in-pictures-b34ce2f1e898
ูุฏู ุดุฑุญ ูููู ุจุงูุนุฑุจู:
๐ป https://youtube.com/playlist?list=PLnqAlQ9hFYdflFSS4NigVB7aSoYPNwHTL&si=gjCp0mgJYMLXOPM8
๐ป https://youtube.com/playlist?list=PLwWuxCLlF_uevri_OpofVLXkRRFnZ7TSV&si=G-rVzEU0Tdg0CwfY
๐ป https://youtube.com/playlist?list=PLZafHDYyxnk7fKmAuCJhWTMwJZ89f0Tug&si=CUMYKhmdvFspydWu
The S.O.L.I.D Principles in Pictures
https://medium.com/backticks-tildes/the-s-o-l-i-d-principles-in-pictures-b34ce2f1e898
ูุฏู ุดุฑุญ ูููู ุจุงูุนุฑุจู:
๐ป https://youtube.com/playlist?list=PLnqAlQ9hFYdflFSS4NigVB7aSoYPNwHTL&si=gjCp0mgJYMLXOPM8
๐ป https://youtube.com/playlist?list=PLwWuxCLlF_uevri_OpofVLXkRRFnZ7TSV&si=G-rVzEU0Tdg0CwfY
๐ป https://youtube.com/playlist?list=PLZafHDYyxnk7fKmAuCJhWTMwJZ89f0Tug&si=CUMYKhmdvFspydWu
โค2
#jobs
โโโ
Frontend Developer
Experience: 1-2 years
Fresh graduates are also welcome to apply
location: Maadi
kindly if you are interested send your cv on: yousra.fahmy@mokalmat.com
โโโ
Frontend Developer
Experience: 1-2 years
Fresh graduates are also welcome to apply
location: Maadi
kindly if you are interested send your cv on: yousra.fahmy@mokalmat.com
โค3
#jobs
โโโ
Junior Software Engineer - 0+ Years of experience
https://enozom.com/blog/open-position/software-engineer
โโโ
Junior Software Engineer - 0+ Years of experience
https://enozom.com/blog/open-position/software-engineer
ูู ุฃูุช ุดุบุงู ูู ุดุฑูุฉ ุญุงูููุง ูุฌุงูู ุนุฑุถ ู
ู ุดุฑูุฉ ุชุงููุฉ...๐ป
ุฃูู ุญุงุฌุฉ ูุชุจุต ุนูููุง ุงูู ุฑุชุจ ูุฏู ู ู ุญูู ูููู ู ุชูุณุงุด ุชุจุต ุนูู ุงูุดุฑูุฉ ููุณูุง ูุชุดูู ุงููุงุณ ุงููู ุดุบุงูู ูููุง ูุชุญุงูู ุชุณุฃู ุญุฏ ู ููู ุนู ุทุจูุนุฉ ุนู ู ุงูุดุฑูุฉ ูุนู ูุธุงู ุงูุดุบู ุจูู ุดู ุฅุฒุงู ูููุฐุง...ุฏูุฑ ุนูู ุงูุฎุจุฑุฉ ุงูุนู ููุฉ ุฒู ู ุง ุจุชุฏูุฑ ุนูู ุดุฑูุฉ ู ุฑุชุจูุง ุญูู ุฎุตูุตูุง ูู ุฃูุช ูุณู ูู ุจุฏุงูุฉ ุงูุทุฑูู.
ู ูููุนุด ุชุจูู ู ูุฌูุฏ ูู ุดุฑูุฉ ุจุชุงุฎุฏ ู ุฑุชุจ ูููุณ ุฌุฏูุง ูููู ู ููุด ุฃู ุงุณุชูุงุฏุฉ ูููุ ู ุฌุฑุฏ ุจุชุนู ู ุชุงุณูุงุช ูุชุณูู ูุง ูุฎูุงุต...
ุทูุจ ุจุงููุณุจุฉ ููู ุฑุชุจ....ุฃููุฏ ู ุด ูุชุณูุจ ุงูุดุฑูุฉ ุงูุญุงููุฉ ุฅูุง ูู ุงูู ุฑุชุจ ุฃุนูู ุดููุฉ ู ู ุงูุญุงูู ููู ุงู ุงููุฑู ูุณุชุงูู ุฅูู ุชุงุฎุฏ ุงูู ุฎุงุทุฑุฉ ุฏู...ุทุจุนูุง ุจุชุญุณุจ ุงููุฑู ุจุงูู ูุงุตูุงุช ููู ุญุงุฌุฉ...ูุฃู ู ู ูู ูุจูู ุงููุฑู 500 ุฌููู ู ุซูุง ูููู ู ูุฑ ุงูุดุฑูุฉ ุฃุจุนุฏ ุดููุฉ ููุชุญุชุงุฌ ู ูุงุตูุงุช ุฃูุชุฑ ูุจุงูุชุงูู ู ููุด ูุฑู ููุง...ูุณุงุนุชูุง ุงูุฃูุถู ุฅูู ุชูุถู ูู ู ูุงูู.
ุทูุจ ูู ู ููุด ูุฑู ุฃู ุงูู ุฑุชุจ ูุงู ุฃูู ู ู ุงูุดุฑูุฉ ุงูุญุงููุฉุ
ููุง ุงูู ูุถูุน ู ุชููู ุนููู...ูู ุฃูุช ุชุนุฑู ุงูุดุฑูุฉ ุงูุฌุฏูุฏุฉ ูู ุชุฃูุฏ ุฅู ูููุง ูุงุณ ูููุณุฉ ููุชูุชุณุจ ู ููู ุฎุจุฑุฉ ูู ู ูู ุชุฎุงุทุฑ ุจุงูู ุฑุชุจ ูููู ูุชุญุงูู ุชุชูุงูุถ ู ุนุงูู ูู ุงูุงูุชุฑููู ุฅู ุงูู ุฑุชุจ ููุฒูุฏ ุจุนุฏ ูุชุฑุฉ ู ุนููุฉ (ูู ุงูุบุงูุจ ุดูุฑูู ุฃู ุซูุงุซุฉ) ุฃู ุชุณุฃู ุนู ูุธุงู ุงูุฒูุงุฏุฉ ูู ุงูุดุฑูุฉ ุจูู ุดู ุฅุฒุงู...ูู ูู ูุชุฑุฉ ุจูุชุนู ู ุชูููู ููู ูุธููู ูุงููู ูุณุชุงูู ุฒูุงุฏุฉ ุจูุงุฎุฏูุง ููุง ููู ุฃุดุฎุงุต ู ุนููุฉ ุจุชุฒูุฏ ูู ุฃู ูุชุฑุฉ ุญุณุจ ุดุบููู ูุงูุชุฒุงู ูู .
ุฏูุฑ ุนูู ุงูุฎุจุฑุฉ ูุนูู ุงูุดุฑูุฉ ูุทุจูุนุฉ ุงูุนู ู ูููุง ุฒู ู ุง ุจุชุฏูุฑ ุนูู ุงููููุณ.
ุฑุจูุง ููููู ูุง ุตุฏููู ๐ค
ุฃูู ุญุงุฌุฉ ูุชุจุต ุนูููุง ุงูู ุฑุชุจ ูุฏู ู ู ุญูู ูููู ู ุชูุณุงุด ุชุจุต ุนูู ุงูุดุฑูุฉ ููุณูุง ูุชุดูู ุงููุงุณ ุงููู ุดุบุงูู ูููุง ูุชุญุงูู ุชุณุฃู ุญุฏ ู ููู ุนู ุทุจูุนุฉ ุนู ู ุงูุดุฑูุฉ ูุนู ูุธุงู ุงูุดุบู ุจูู ุดู ุฅุฒุงู ูููุฐุง...ุฏูุฑ ุนูู ุงูุฎุจุฑุฉ ุงูุนู ููุฉ ุฒู ู ุง ุจุชุฏูุฑ ุนูู ุดุฑูุฉ ู ุฑุชุจูุง ุญูู ุฎุตูุตูุง ูู ุฃูุช ูุณู ูู ุจุฏุงูุฉ ุงูุทุฑูู.
ู ูููุนุด ุชุจูู ู ูุฌูุฏ ูู ุดุฑูุฉ ุจุชุงุฎุฏ ู ุฑุชุจ ูููุณ ุฌุฏูุง ูููู ู ููุด ุฃู ุงุณุชูุงุฏุฉ ูููุ ู ุฌุฑุฏ ุจุชุนู ู ุชุงุณูุงุช ูุชุณูู ูุง ูุฎูุงุต...
ุทูุจ ุจุงููุณุจุฉ ููู ุฑุชุจ....ุฃููุฏ ู ุด ูุชุณูุจ ุงูุดุฑูุฉ ุงูุญุงููุฉ ุฅูุง ูู ุงูู ุฑุชุจ ุฃุนูู ุดููุฉ ู ู ุงูุญุงูู ููู ุงู ุงููุฑู ูุณุชุงูู ุฅูู ุชุงุฎุฏ ุงูู ุฎุงุทุฑุฉ ุฏู...ุทุจุนูุง ุจุชุญุณุจ ุงููุฑู ุจุงูู ูุงุตูุงุช ููู ุญุงุฌุฉ...ูุฃู ู ู ูู ูุจูู ุงููุฑู 500 ุฌููู ู ุซูุง ูููู ู ูุฑ ุงูุดุฑูุฉ ุฃุจุนุฏ ุดููุฉ ููุชุญุชุงุฌ ู ูุงุตูุงุช ุฃูุชุฑ ูุจุงูุชุงูู ู ููุด ูุฑู ููุง...ูุณุงุนุชูุง ุงูุฃูุถู ุฅูู ุชูุถู ูู ู ูุงูู.
ุทูุจ ูู ู ููุด ูุฑู ุฃู ุงูู ุฑุชุจ ูุงู ุฃูู ู ู ุงูุดุฑูุฉ ุงูุญุงููุฉุ
ููุง ุงูู ูุถูุน ู ุชููู ุนููู...ูู ุฃูุช ุชุนุฑู ุงูุดุฑูุฉ ุงูุฌุฏูุฏุฉ ูู ุชุฃูุฏ ุฅู ูููุง ูุงุณ ูููุณุฉ ููุชูุชุณุจ ู ููู ุฎุจุฑุฉ ูู ู ูู ุชุฎุงุทุฑ ุจุงูู ุฑุชุจ ูููู ูุชุญุงูู ุชุชูุงูุถ ู ุนุงูู ูู ุงูุงูุชุฑููู ุฅู ุงูู ุฑุชุจ ููุฒูุฏ ุจุนุฏ ูุชุฑุฉ ู ุนููุฉ (ูู ุงูุบุงูุจ ุดูุฑูู ุฃู ุซูุงุซุฉ) ุฃู ุชุณุฃู ุนู ูุธุงู ุงูุฒูุงุฏุฉ ูู ุงูุดุฑูุฉ ุจูู ุดู ุฅุฒุงู...ูู ูู ูุชุฑุฉ ุจูุชุนู ู ุชูููู ููู ูุธููู ูุงููู ูุณุชุงูู ุฒูุงุฏุฉ ุจูุงุฎุฏูุง ููุง ููู ุฃุดุฎุงุต ู ุนููุฉ ุจุชุฒูุฏ ูู ุฃู ูุชุฑุฉ ุญุณุจ ุดุบููู ูุงูุชุฒุงู ูู .
ุฏูุฑ ุนูู ุงูุฎุจุฑุฉ ูุนูู ุงูุดุฑูุฉ ูุทุจูุนุฉ ุงูุนู ู ูููุง ุฒู ู ุง ุจุชุฏูุฑ ุนูู ุงููููุณ.
ุฑุจูุง ููููู ูุง ุตุฏููู ๐ค
โค7๐3๐3
#jobs
โโโ
Full Stack Engineer
https://www.linkedin.com/jobs/view/3879685342
Front-End Developer |Vue.js
https://www.linkedin.com/jobs/view/3848159804
Full Stack Developer
https://www.linkedin.com/jobs/view/3879737976
Senior Software Engineer (Backend)
https://www.linkedin.com/jobs/view/3881537969
Ruby on Rails Developer
https://www.linkedin.com/jobs/view/3881540869
iOS Developer
https://www.linkedin.com/jobs/view/3877871881
Mobile Developer (React Native)
https://www.linkedin.com/jobs/view/3879399340
Principal React.js Developer
https://www.linkedin.com/jobs/view/3879630518
Android Developer
https://www.linkedin.com/jobs/view/3882180995
Junior Java Developer
https://www.linkedin.com/jobs/view/3882145894
Sr. Front End Developer
https://www.linkedin.com/jobs/view/3870668627
Software Development Engineer
https://www.linkedin.com/jobs/view/3879980080
Full Stack Developer
https://www.linkedin.com/jobs/view/3882793081
iOS Developer
https://www.linkedin.com/jobs/view/3882167302
Angular Senior SW Developer _VOIS
https://www.linkedin.com/jobs/view/3879992443
Senior Angular SW Developer _VOIS
https://www.linkedin.com/jobs/view/3880412637
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879389317
Senior Android Developer
https://www.linkedin.com/jobs/view/3882145921
Senior Dotnet Developer
https://www.linkedin.com/jobs/view/3879670368
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879379792
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879392713
โโโ
Full Stack Engineer
https://www.linkedin.com/jobs/view/3879685342
Front-End Developer |Vue.js
https://www.linkedin.com/jobs/view/3848159804
Full Stack Developer
https://www.linkedin.com/jobs/view/3879737976
Senior Software Engineer (Backend)
https://www.linkedin.com/jobs/view/3881537969
Ruby on Rails Developer
https://www.linkedin.com/jobs/view/3881540869
iOS Developer
https://www.linkedin.com/jobs/view/3877871881
Mobile Developer (React Native)
https://www.linkedin.com/jobs/view/3879399340
Principal React.js Developer
https://www.linkedin.com/jobs/view/3879630518
Android Developer
https://www.linkedin.com/jobs/view/3882180995
Junior Java Developer
https://www.linkedin.com/jobs/view/3882145894
Sr. Front End Developer
https://www.linkedin.com/jobs/view/3870668627
Software Development Engineer
https://www.linkedin.com/jobs/view/3879980080
Full Stack Developer
https://www.linkedin.com/jobs/view/3882793081
iOS Developer
https://www.linkedin.com/jobs/view/3882167302
Angular Senior SW Developer _VOIS
https://www.linkedin.com/jobs/view/3879992443
Senior Angular SW Developer _VOIS
https://www.linkedin.com/jobs/view/3880412637
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879389317
Senior Android Developer
https://www.linkedin.com/jobs/view/3882145921
Senior Dotnet Developer
https://www.linkedin.com/jobs/view/3879670368
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879379792
Senior Java Software Engineer
https://www.linkedin.com/jobs/view/3879392713
โค1
#jobs
โโโ
WE ARE HIRING!
- Frontend Developers (Angular)| 1+ Years of Experience.
If you're interested please send your updated CV to mariam.rabie@asset.com.eg with the job title in the subject.
โโโ
WE ARE HIRING!
- Frontend Developers (Angular)| 1+ Years of Experience.
If you're interested please send your updated CV to mariam.rabie@asset.com.eg with the job title in the subject.
โค2
#jobs
โโโ
Junior Software Developer
https://www.linkedin.com/jobs/view/3881608900
Software Engineer
https://www.linkedin.com/jobs/view/3881235403
Senior Frontend Developer
https://www.linkedin.com/jobs/view/3883175103
Android Developer
https://www.linkedin.com/jobs/view/3879789902
Senior Web Developer
https://www.linkedin.com/jobs/view/3869952215
Java Full Stack Developer
https://www.linkedin.com/jobs/view/3882904873
iOS Developer
https://www.linkedin.com/jobs/view/3883135807
Senior WordPress Developer
https://www.linkedin.com/jobs/view/3883197727
Senior Software Engineer
https://www.linkedin.com/jobs/view/3881251521
Full Stack .NET Developer
https://www.linkedin.com/jobs/view/3883119410
Senior PHP Developer
https://www.linkedin.com/jobs/view/3879789275
Senior Full Stack Engineer
https://www.linkedin.com/jobs/view/3879796643
Software Engineer
https://www.linkedin.com/jobs/view/3812771508
Senior Software Testing Engineer
https://www.linkedin.com/jobs/view/3879754382
Senior WordPress developer
https://www.linkedin.com/jobs/view/3879902102
Senior Oracle Developer
https://www.linkedin.com/jobs/view/3879758064
Senior, .NET Developer
https://www.linkedin.com/jobs/view/3881608880
Senior .Net Developer
https://www.linkedin.com/jobs/view/3882784879
โโโ
Junior Software Developer
https://www.linkedin.com/jobs/view/3881608900
Software Engineer
https://www.linkedin.com/jobs/view/3881235403
Senior Frontend Developer
https://www.linkedin.com/jobs/view/3883175103
Android Developer
https://www.linkedin.com/jobs/view/3879789902
Senior Web Developer
https://www.linkedin.com/jobs/view/3869952215
Java Full Stack Developer
https://www.linkedin.com/jobs/view/3882904873
iOS Developer
https://www.linkedin.com/jobs/view/3883135807
Senior WordPress Developer
https://www.linkedin.com/jobs/view/3883197727
Senior Software Engineer
https://www.linkedin.com/jobs/view/3881251521
Full Stack .NET Developer
https://www.linkedin.com/jobs/view/3883119410
Senior PHP Developer
https://www.linkedin.com/jobs/view/3879789275
Senior Full Stack Engineer
https://www.linkedin.com/jobs/view/3879796643
Software Engineer
https://www.linkedin.com/jobs/view/3812771508
Senior Software Testing Engineer
https://www.linkedin.com/jobs/view/3879754382
Senior WordPress developer
https://www.linkedin.com/jobs/view/3879902102
Senior Oracle Developer
https://www.linkedin.com/jobs/view/3879758064
Senior, .NET Developer
https://www.linkedin.com/jobs/view/3881608880
Senior .Net Developer
https://www.linkedin.com/jobs/view/3882784879
#jobs
โโโ
Unlock your potential with us! ๐
Explore exciting opportunities and grow your career
โก๏ธ Apply Now
๐ฅ https://lnkd.in/dJRU7HV4
๐ฉ Jobs@alqemam.com
โโโ
Unlock your potential with us! ๐
Explore exciting opportunities and grow your career
โก๏ธ Apply Now
๐ฅ https://lnkd.in/dJRU7HV4
๐ฉ Jobs@alqemam.com
New Features in React 19 โ Updates with Code Examples
https://www.freecodecamp.org/news/new-react-19-features
https://www.freecodecamp.org/news/new-react-19-features
freeCodeCamp.org
New Features in React 19 โ Updates with Code Examples
By Neha sharma ReactJS is one of the most popular UI libraries in the front-end development world. And one of the reasons I love React is because of the team behind it and the community's enthusiasm for it. And when the community speaks up about the ...
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
|
|-- 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
๐1
#jobs
โโโ
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.
โโโ
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 ุงูุฃุณุงุณูุงุช - Beyond The Basics ๐ป
https://www.linkedin.com/posts/dev-alisamir_programming-softwareengineering-softwareengineer-activity-7181611950898831360-BKcp
https://www.linkedin.com/posts/dev-alisamir_programming-softwareengineering-softwareengineer-activity-7181611950898831360-BKcp