Ded_Coderx

21 | SDE | AI Enthusiast | Full stack developer | Freelancer | Competitive programmer ||

[Ded_Coderx @Ded_Coderx]

@Rubab_Mentor Interested

[Ded_Coderx @Ded_Coderx]

@TechChainTalent @Sophietechchain Interested for c++ engineer role

[Ded_Coderx @Ded_Coderx]

@Rubab_Mentor Interested

[Ded_Coderx @Ded_Coderx]

@famous_dyl My resume :- https://t.co/eFkx6jwVUt

[Ded_Coderx @Ded_Coderx]

@kacieahmed I would like to join

[Ded_Coderx @Ded_Coderx]

@denicmarko Hi, please send the invite

[pulkit mittal @pulkit_mittal_]

As a backend developer in 2026, how many of these 10 terms do you understand?

1. Idempotency
2. Backpressure
3. Circuit Breaker
4. Eventual Consistency
5. Distributed Lock
6. Exactly-Once vs At-Least-Once Delivery
7. Cold Start
8. High Cardinality Metrics
9. Sharding vs Partitioning
10. P99 Latency

[Ded_Coderx @Ded_Coderx]

@famous_dyl Interested in web3 or AI roles

[Ded_Coderx @Ded_Coderx]

@vanshdevx Hacks

[Ded_Coderx @Ded_Coderx]

@Rubab_Mentor Interested, So checkout my portfolio :- https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@DevByLakshya Interested

[Ded_Coderx @Ded_Coderx]

@twofifteenam Interested, do checkout my portfolio :- https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@_sadiksaifi @Anshikaco Relax, I understand your frustration, but roles are not as rigid anymore. Frontend is part of software engineering, and people apply where their skills fit. There is no rule that you must know only one thing forever... everyone’s just trying to grow and survive in the same market

[Ded_Coderx @Ded_Coderx]

@cortisoul_ Interested :- https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@Anshikaco Interested :- https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@kelvinstrangee Interested, do checkout my portfolio :- https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@ansonlin @boardyai Interested https://t.co/GXkzYtEPpJ

[Ded_Coderx @Ded_Coderx]

@Anshikaco Interested :- https://t.co/GXkzYtEPpJ

[Dhanian 🗯️ @e_opore]

LLMs Roadmap
├── 01_Foundations
│ ├── Programming_Basics
│ │ ├── Python_for_AI
│ │ │ ├── Data_Types_Functions_Modules
│ │ │ ├── Virtual_Environments_Packages
│ │ │ └── Real_Project
│ │ │ └── Build_a_Text_File_Analyzer
│ ├── Math_for_LLMs
│ │ ├── Linear_Algebra_Basics
│ │ ├── Probability_and_Statistics
│ │ └── Intuition_Focused_Learning
│ └── Computer_Science_Fundamentals
│ ├── Data_Structures
│ ├── Algorithms_Basics
│ └── Complexity_Thinking
│
├── 02_Machine_Learning_Core
│ ├── ML_Concepts
│ │ ├── Supervised_vs_Unsupervised
│ │ ├── Training_vs_Inference
│ │ └── Overfitting_Underfitting
│ ├── Tools
│ │ ├── NumPy_Pandas
│ │ ├── Scikit_Learn
│ │ └── Matplotlib
│ └── Real_Project
│ └── Build_a_Text_Classifier_for_Support_Tickets
│
├── 03_Neural_Networks
│ ├── Core_Concepts
│ │ ├── Neurons_Layers_Activations
│ │ ├── Backpropagation
│ │ └── Loss_Functions
│ ├── Frameworks
│ │ ├��─ PyTorch
│ │ └── TensorFlow
│ └── Real_Project
│ └── Build_a_Sentiment_Analysis_Model
│
├── 04_NLP_Foundations
│ ├── Text_Processing
│ │ ├── Tokenization
│ │ ├── Stopwords_Stemming_Lemmatization
│ │ └── Vectorization
│ ├── Language_Models_Before_LLMs
│ │ ├── N_Grams
│ │ ├── Word2Vec_GloVe
│ │ └── Limitations
│ └── Real_Project
│ └── Build_a_Smart_Search_Engine_for_Documents
│
├── 05_Transformers_and_LLM_Core
│ ├── Transformer_Architecture
│ │ ├── Self_Attention
│ │ ├── Multi_Head_Attention
│ │ ├── Positional_Encoding
│ │ └── Encoder_vs_Decoder
│ ├── Popular_LLMs
│ │ ├── GPT_Family
│ │ ├── LLaMA
│ │ ├── Mistral
│ │ └── Claude
│ └── Real_Project
│ └── Build_a_Mini_GPT_Text_Generator
│
├── 06_LLM_Usage_and_Engineering
│ ├── Prompt_Engineering
│ │ ├── Zero_Shot
│ │ ├── Few_Shot
│ │ ├── Chain_of_Thought
│ │ └── System_Prompts
│ ├── LLM_APIs
│ │ ├── OpenAI_API
│ │ ├── HuggingFace_Inference
│ └── Real_Project
│ └── Build_an_AI_Study_Assistant
├── 07_Retrieval_Augmented_Generation_RAG
│ ├── Core_Idea
│ │ ├── Embeddings
│ │ ├── Vector_Databases
│ │ └── Context_Injection
│ ├── Tools
│ └── Real_Project
│ └── Build_a_Custom_Knowledgebase_Chatbot
├── 08_Fine_Tuning_and_Optimization
│ ├── Fine_Tuning
│ ├── Evaluation
│ └── Real_Project
│ └── Fine_Tune_an_LLM_for_Customer_Support
│
├── 09_AI_Agents_and_Tools
│ ├── Agent_Concepts
│ ├── Frameworks
│ │ ├── LangChain
│ └── Real_Project
│ └── Build_an_AI_Agent_that_Automates_Research
├── 10_Deployment_and_Production
│ ├── Model_Serving
│ │ ├── FastAPI
│ │ ├── Docker
│ │ └── GPU_Usage
│ ├── Cloud
│ │ ├── AWS_GCP_Azure
│ │ ├── Serverless_AI
│ │ └── Cost_Optimization
│ └── Real_Project
│ └── Deploy_an_AI_Chat_App_for_Real_Users
├── 11_Responsible_and_Modern_AI
│ ├── Ethics
│ ├── Security/
│ └── Real_Project
│ └── Secure_and_Monitor_an_LLM_Based_System
└── 12_Capstone_Real_World_AI_Product
├── Idea
│ ├── AI_SaaS
│ ├── AI_Tutor
│ ├── AI_Coding_Assistant
│ └── AI_Business_Analytics_Tool
├── Build
│ ├── End_to_End_System
│ ├── Scalable_Architecture
│ └── Real_User_Feedback
└── Outcome
└── Production_Ready_LLM_Product

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