24.08 GB | 40min 57s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
1 -Installation of Tools (VSCode and Python).mp4 (49.85 MB)
2 -VS Code Setup (Extensions and Themes).mp4 (33.24 MB)
1 -Meet your Instructor - Hitesh.mp4 (121.06 MB)
2 -What is Programming.mp4 (63.03 MB)
3 -Convert that into Python Code.mp4 (47.94 MB)
4 -A Real World Python Code Intro.mp4 (90.12 MB)
5 -Why to use Python.mp4 (16.68 MB)
6 -Writing first Python code on MAC.mp4 (165.31 MB)
7 -Writing first Python code on WINDOWS.mp4 (139.45 MB)
8 -Get everything in Virtual Environment.mp4 (53.26 MB)
9 -Organize Python Code like a Pro.mp4 (27.97 MB)
10 -PEP8 and Zen of python.mp4 (79.47 MB)
1 -Objects - Mutable and Immutable in Python.mp4 (132.97 MB)
2 -Numbers, Booleans and Operators in Depth in Python.mp4 (180.59 MB)
3 -String - Index, Slice and Encoding.mp4 (80.79 MB)
4 -Tuples and Membership Testing.mp4 (73.51 MB)
5 -Basics of List in Python.mp4 (115.64 MB)
6 -Operator overloading and bytearray in python.mp4 (83.17 MB)
7 -Set and frozenset in python.mp4 (57.01 MB)
8 -Dictionary in Python.mp4 (119.07 MB)
9 -Touch on Advance Data types like Collections.mp4 (103.74 MB)
1 -Kettle Boiling Story Project.mp4 (113.38 MB)
2 -Building a Snack System.mp4 (46.42 MB)
3 -Building a Chai Price Calculator.mp4 (40.9 MB)
4 -Building Smart Thermostat System.mp4 (35.09 MB)
5 -Delivery Fees Waiver System.mp4 (92.06 MB)
6 -Build a train seat information system.mp4 (52.38 MB)
1 -Introduction to Loops.mp4 (67.76 MB)
2 -Tea Token Dispenser.mp4 (38.54 MB)
3 -Batch Chai Preparation.mp4 (16.36 MB)
4 -Looping through list - Orders Name.mp4 (14.38 MB)
5 -Why to use Enumerate.mp4 (37.37 MB)
6 -Zip Can Combine Lists.mp4 (26.78 MB)
7 -Introducing While Loop in Python.mp4 (32.59 MB)
8 -Break, Continue and Loop Fallback.mp4 (82.67 MB)
9 -Walrus Operator is Interesting in Python.mp4 (89.84 MB)
10 -Dictionary in place of Match Case.mp4 (63.71 MB)
1 -Functions - Reducing Duplication and Splitting Complex Tasks.mp4 (200.06 MB)
2 -Functions - 3 More Features.mp4 (170.48 MB)
3 -Scope and Named Space in Functions.mp4 (87.01 MB)
4 -Non local vs Global scopes.mp4 (54.28 MB)
5 -Handling Arguments in Function in Python.mp4 (103.76 MB)
6 -Handle Multiple Return in Python.mp4 (72.66 MB)
7 -Lambdas, Pure vs Impure functions.mp4 (73.74 MB)
8 -Documenting your Functions and Built-in Functions.mp4 (132.12 MB)
9 -Python Imports, Modules and Init File.mp4 (192.45 MB)
1 -What are Comprehensions in Python.mp4 (99.59 MB)
2 -List Comprehensions in Python.mp4 (112.8 MB)
3 -Set Comprehensions in Python.mp4 (162.68 MB)
4 -Dictionary Comprehensions in Python.mp4 (78.33 MB)
5 -Generator Comprehensions for Memory Optimization.mp4 (107.46 MB)
1 -Generators with Yield and Next Methods.mp4 (155.69 MB)
2 -Infinite Generators in Python.mp4 (69.22 MB)
3 -Send Value to Generators.mp4 (107.96 MB)
4 -Yield From and Close the Generators.mp4 (135.69 MB)
5 -Decorators in Python.mp4 (135.7 MB)
6 -Build a Logger with Decorator.mp4 (87.53 MB)
7 -Build an Authorization Decorator.mp4 (86.6 MB)
1 -Building your 1st Class and Object in Python.mp4 (142.78 MB)
2 -Class and Object Namespace.mp4 (116.24 MB)
3 -Attribute Shadowing in Python.mp4 (90.03 MB)
4 -Self argument in python.mp4 (111.5 MB)
5 -Constructors and Init in Python Classes.mp4 (123.18 MB)
6 -Inheritance and Composition in Python Classes.mp4 (272.25 MB)
7 -3 Ways to Access Base Class.mp4 (53.23 MB)
8 -Method Resolution Order - MRO.mp4 (110.33 MB)
9 -Static Methods in Python.mp4 (79.62 MB)
10 -Classmethod vs Staticmethod.mp4 (174.1 MB)
11 -Property decorator - Getter and Setter.mp4 (114.46 MB)
1 -What is Error handling.mp4 (85.19 MB)
2 -Try except else and finally.mp4 (121.17 MB)
3 -Catching multiple exceptions.mp4 (99.34 MB)
4 -Raise your own errors.mp4 (47.85 MB)
5 -Creating custom exceptions.mp4 (62.3 MB)
6 -Mini project with exception learning.mp4 (106.38 MB)
7 -File handling with try except and with.mp4 (128.81 MB)
1 -What is Concurrency and Parallelism.mp4 (383.87 MB)
2 -What is Global Interpreter Lock - GIL.mp4 (228.81 MB)
3 -Threads and lock in depth.mp4 (239.75 MB)
4 -Multi Process with Queue and Value.mp4 (179.42 MB)
1 -Asyncio, Event loop, coroutines and await in python.mp4 (440.22 MB)
2 -Mixing threads with asyncio in python.mp4 (124.02 MB)
3 -Asyncio and MultiProcess in python.mp4 (170.93 MB)
4 -Understanding Daemon vs Non-Daemon Threads.mp4 (82.21 MB)
5 -Debugging and Profiling - Race condition and Deadlock in python.mp4 (213.71 MB)
1 -Why pydantic is important.mp4 (126.53 MB)
2 -The foundation of pydantic.mp4 (97.77 MB)
3 -Pydantic Default conversions.mp4 (78.26 MB)
4 -Mixing pydantic and typing in python.mp4 (73.61 MB)
5 -Adding validations with Field.mp4 (186.85 MB)
6 -Field and model validators in python.mp4 (110.74 MB)
7 -Computed property in pydantic.mp4 (99.77 MB)
8 -Advance Validation in pydantic.mp4 (129.23 MB)
9 -Nested models in pydantic.mp4 (46.31 MB)
10 -Self referencing models in pydantic.mp4 (43.52 MB)
11 -Advance nested model patterns.mp4 (75.73 MB)
12 -Best practice for pydantic model design.mp4 (43.89 MB)
13 -Model dump and model dump json in serialization of pydantic.mp4 (228.92 MB)
1 -Understanding Large Language Models (LLMs).mp4 (99.86 MB)
2 -Deep Dive into the GPT Architecture.mp4 (156.72 MB)
3 -How LLMS Work under the Hood.mp4 (121.3 MB)
4 -Fundamentals of Tokenization in NLP.mp4 (129.21 MB)
5 -Implementing a Custom Tokenizer in Python.mp4 (62.74 MB)
6 -The Transformer Breakthrough Google's Paper on Attention.mp4 (107.37 MB)
7 -Deep Diving into Vector Embeddings.mp4 (155.43 MB)
8 -Role of Positional Encodings in Transformers.mp4 (53.49 MB)
9 -Understanding Multi-Head Attention for Rich Context.mp4 (87.43 MB)
1 -Configuring Your OpenAI Account.mp4 (45.1 MB)
2 -Invoking OpenAI APIs with Python.mp4 (73.25 MB)
3 -Creating and Setting Up Google Gemini Account.mp4 (37.7 MB)
4 -Using Google Gemini with OpenAI-Compatible APIs.mp4 (50.19 MB)
1 -Prompt Fundamentals Encoding Instructions for LLMs.mp4 (14.75 MB)
2 -Prompting Types Zero-Shot, Few-Shot, One-Shot.mp4 (60.63 MB)
3 -One-Shot Prompting for Deterministic Inference.mp4 (52.23 MB)
4 -Few-Shot Prompting for Contextual Generalization.mp4 (53.3 MB)
5 -Structured Outputs with Few-Shot Prompting.mp4 (48.86 MB)
6 -Chain-of-Thought (CoT) for Reasoning.mp4 (193.37 MB)
7 -Auto-CoT Automated Reasoning Prompt Generation.mp4 (136.76 MB)
8 -Persona-Based Prompting.mp4 (83.64 MB)
1 -Introduction to Prompt Serialization Styles.mp4 (32.06 MB)
2 -Alpaca Prompt Template for Instruction Tuning.mp4 (45.95 MB)
3 -ChatML Schema OpenAI's Structured Prompt Format.mp4 (25.13 MB)
4 -INST Format LLaMA-2 Instruction Specification.mp4 (30.41 MB)
1 -Ollama Overview Local LLM Runtime Engine.mp4 (37.84 MB)
2 -Dockerized Environment Setup for LLMs.mp4 (69.61 MB)
3 -Running Ollama Models with Docker Runner.mp4 (51.84 MB)
4 -Configuring OpenWebUI with Ollama Backend.mp4 (119.33 MB)
5 -FastAPI Environment Setup & Dependencies.mp4 (64.55 MB)
6 -Integrating Ollama with FastAPI & Python APIs.mp4 (100.07 MB)
1 -Hugging Face Model Deployment - Section Intro.mp4 (51.37 MB)
2 -Configuring and Securing Hugging Face Account.mp4 (42.1 MB)
3 -Accessing Instruct-Tuned Models (Google Gemma).mp4 (32.25 MB)
4 -Installing and Using Hugging Face CLI Tools.mp4 (42.54 MB)
5 -Model Downloading & Execution from HF Hub.mp4 (44.21 MB)
1 -Agentic AI Fundamentals - Section Intro.mp4 (18.87 MB)
2 -What Exactly Are AI Agents (Core Concepts).mp4 (180.03 MB)
3 -Coding Your First AI Agent.mp4 (359.77 MB)
4 -Enforcing Structured Outputs with Pydantic.mp4 (121.01 MB)
5 -Building a CLI Coding Agent (Claude Code) from Scratch.mp4 (155.15 MB)
1 -Intro to RAG & LangChain - Section Overview.mp4 (1.92 MB)
2 -Defining the Core Problem in RAG Systems.mp4 (22.97 MB)
3 -Naive Retrieval-Based Solution Approach.mp4 (32.21 MB)
4 -RAG Pipeline - Indexing Workflow Explained.mp4 (27.34 MB)
5 -RAG Pipeline - Retrieval Mechanism in Depth.mp4 (44.42 MB)
6 -Local Vector DB Setup with Docker Compose.mp4 (42.41 MB)
7 -LangChain Installation & Setup.mp4 (32.17 MB)
8 -LangChain Document Loaders for PDF.mp4 (37 MB)
9 -LangChain Document Chunking & Splitting.mp4 (27.85 MB)
10 -LangChain Vector Store as Retrievers.mp4 (60 MB)
11 -LangChain-Powered RAG Retrieval Execution.mp4 (106.79 MB)
1 -Sync vs Async in RAG Architectures.mp4 (20.74 MB)
2 -Introduction to Queues System Design for Async Setup.mp4 (14.23 MB)
3 -Setting up Redis and Valkey with Docker.mp4 (19.4 MB)
4 -Python RQ Setup Distributed Queues.mp4 (19.44 MB)
5 -Worker Orchestration with Python RQ.mp4 (41.7 MB)
6 -FastAPI Endpoints setup for chat Queue.mp4 (20.5 MB)
7 -Asynchronous Message Enqueueing with FastAPI.mp4 (44.22 MB)
8 -FastAPI Polling & Dequeuing Messages from Async Queues.mp4 (25.73 MB)
9 -Running & Scaling Worker Nodes for Background Processing.mp4 (62.93 MB)
1 -What is Multi Modal Agent.mp4 (29.88 MB)
2 -Sending Multimedia to LLM (Images).mp4 (56.94 MB)
1 -Section Intro - Why LangGraph is a Game-Changer for AI Agents.mp4 (1.69 MB)
2 -Deep Dive into LangGraph - Core Concepts, Nodes and Edges.mp4 (37.68 MB)
3 -Setting Up LangGraph - Installation and Environment Configuration.mp4 (27.23 MB)
4 -Defining State in LangGraph for AI Agent Context.mp4 (28.22 MB)
5 -Defining Nodes and Functions in LangGraph.mp4 (38.2 MB)
6 -Connecting Nodes with Edges - Designing Complex AI Graph.mp4 (27.11 MB)
7 -Testing and Debugging Your LangGraph AI Workflow.mp4 (30.86 MB)
8 -Integrating AI LLMs into LangGraph.mp4 (31.03 MB)
9 -Conditional Edges & Smart Routing.mp4 (118.78 MB)
1 -What is Checkpointing Enabling Persistence in AI Agent Workflows.mp4 (24 MB)
2 -Setting Up MongoDB with Docker for LangGraph Checkpoint Storage.mp4 (32.31 MB)
3 -Implementing MongoDB Checkpointer in LangGraph Workflow Graphs.mp4 (112.78 MB)
1 -Section Intro - The Memory Layer in AI Agents.mp4 (1.69 MB)
2 -What is Memory in AI and Agents.mp4 (21.55 MB)
3 -Different Types of Memory Architectures in AI and Agent.mp4 (16.42 MB)
4 -Short-Term Memory - Handling Context Windows.mp4 (45.67 MB)
5 -Long-Term Memory - Persistent Knowledge.mp4 (22.75 MB)
6 -Factual Memory for AI Agents.mp4 (12.33 MB)
7 -Episodic Memory in AI Workflows.mp4 (14.49 MB)
8 -Semantic Memory for General Knowledge.mp4 (6.56 MB)
9 -Mem0 Setup with Python for AI Memory Layer.mp4 (17.81 MB)
10 -Mem0 Configuration with Python for Agents.mp4 (25 MB)
11 -Vector Database Setup with Docker for Memory.mp4 (8.34 MB)
12 -Using Vector Databases for AI Agent Memory.mp4 (104.75 MB)
1 -Section Intro to the Graph Memory.mp4 (9.13 MB)
2 -What is a Graph in AI and Data Systems.mp4 (15.79 MB)
3 -Why Graph Memory is Needed in AI Agents.mp4 (16.66 MB)
4 -Introduction to Graph Databases Neo4j and Kuzu.mp4 (14.12 MB)
5 -Setting Up Neo4j Cloud Instance for Graph Memory.mp4 (23.33 MB)
6 -Basics of Cypher Query for Graph Databases.mp4 (60.71 MB)
7 -Adding Graph Database Support for Memory Agent.mp4 (14.71 MB)
8 -Testing Graph Memory Implementation in Agents.mp4 (50.33 MB)
1 -Section Intro to Conversational Agentic AI.mp4 (2.77 MB)
2 -Understanding Conversational AI for Agents.mp4 (6.19 MB)
3 -The S2S and Chained Voice Agents.mp4 (12.14 MB)
4 -Speech To Speech Voice Agents.mp4 (21.71 MB)
5 -Understanding the Chained Pattern for Voice Agents.mp4 (34.23 MB)
6 -Setting Up STT for Chained Conversational Agent.mp4 (49.92 MB)
7 -Setting Up OpenAI GPT Completions for Chained Agent.mp4 (33.99 MB)
8 -Setting Up TTS for Conversational AI Agents.mp4 (74.88 MB)
9 -Building a Voice Based AI Cursor IDE Clone.mp4 (88.93 MB)
1 -Section Intro to Model Context Protocol.mp4 (1.99 MB)
2 -Understanding What Model Context Protocol (MCP) Is.mp4 (44.67 MB)
3 -Exploring the Architecture of MCP.mp4 (61.38 MB)
1 -Introduction to GIT series.mp4 (117.27 MB)
2 -Git init and hidden folder.mp4 (243.21 MB)
3 -Git commits and logs.mp4 (220.08 MB)
4 -Git internal working and configs.mp4 (413.4 MB)
5 -Git merge and git conflicts.mp4 (549.53 MB)
6 -Git Diff and stashing.mp4 (411.21 MB)
7 -Git rebase is not that scary.mp4 (337.85 MB)
8 -Insight of pushing code to github.mp4 (622.08 MB)
9 -How to make Pull Request and Open Source contribution.mp4 (374.61 MB)
1 -Introduction to Docker and the Rise of Containerization in DevOps.mp4 (30.94 MB)
2 -Real-World Problem That Docker Solves in Modern Development.mp4 (117.9 MB)
3 -Understanding the Difference Between Docker and Virtual Machines.mp4 (205.79 MB)
4 -How to Install Docker on Your System for Local Development.mp4 (96.91 MB)
5 -Docker Containers vs Docker Images What's the Difference.mp4 (198.37 MB)
6 -Introduction to Docker CLI and Commonly Used Commands.mp4 (184.13 MB)
7 -Running Docker Containers Using the CLI with Practical Examples.mp4 (169.93 MB)
8 -Working with Docker Images Through Command-Line Interface (CLI).mp4 (81.6 MB)
9 -Exploring Docker Container Commands for Management and Debugging.mp4 (147.79 MB)
10 -Creating and Using a Dockerfile to Containerize Node js Apps.mp4 (332.08 MB)
11 -Best Practices to Optimize Docker Images for Speed and Performance.mp4 (242.33 MB)
12 -Understanding and Implementing Port Mapping in Docker Containers.mp4 (132.84 MB)
13 -Auto Port Mapping in Docker Dynamic Exposure of Container Ports.mp4 (184.84 MB)
14 -Publishing Docker Images to Docker Hub or Private Registries.mp4 (177.52 MB)
15 -Building Optimized Multi-Stage Docker Images for Production Use.mp4 (323.95 MB)
16 -Security Best Practices for Running Docker Containers Safely.mp4 (81.46 MB)
17 -Understanding Docker Bridge Networking for Container Communication.mp4 (256.3 MB)
18 -Creating and Using Custom Docker Bridges for Network Isolation.mp4 (173.63 MB)
19 -Docker Other Modes of Networking.mp4 (70.89 MB)
20 -Attaching Host Machine Volumes to Docker Containers for Data Sharing.mp4 (192.9 MB)
21 -Creating and Managing Custom Named Volumes in Docker for Persistence.mp4 (92.54 MB)
22 -Introduction to Docker Compose.mp4 (219.38 MB)
23 -Networking in Docker Compose.mp4 (72.94 MB)
24 -Volume in Docker Compose.mp4 (42.27 MB)
25 -Custom Docker builds.mp4 (122.16 MB)
26 -Introduction to Docker Orchestration and Why It's Crucial for Production.mp4 (190.65 MB)
27 -Creating and Configuring a New AWS Account for ECS Deployment.mp4 (151.72 MB)
28 -Setting Up Amazon Elastic Container Registry (ECR) to Push Docker Images.mp4 (107.83 MB)
29 -Launching and Configuring ECS Clusters to Run Docker Containers.mp4 (130.34 MB)
30 -Defining ECS Tasks and Creating Task Definitions for Container Execution.mp4 (146.12 MB)
31 -Deploying ECS Services with Load Balancer for High Availability.mp4 (243.34 MB)
32 -Cleaning Up AWS ECS and ECR Resources to Avoid Unnecessary Billing.mp4 (45.35 MB)
33 -Debugging and Fixing ECS Health Check Failures During Container Deployment.mp4 (157.77 MB)]
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