Basic Prerequisite Videos
Summer Internship Program 2024 - 2nd Batch
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Summer Day 0 (284:46)
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Day 5_Activity_ Summer Internship 2024 Session 5 By Mr. Vimal Daga_GMT20240705-042148 (399:41)
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Day 6_ Activity_Summer Internship 2024 Session 6 By Mr. Vinal Daga_GMT20240706-042441 (536:59)
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Day 7_Presentation_ Summer Internship 2024 Session 7_By Mr. Vinal Daga_GMT20240707-042620 (348:23)
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Day 9 Brainstroming_Summer Internship 2024 Session 9 By Mr. Vimal Daga_GMT20240709-133002 (82:31)
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Day 13_Activity & Bhavishya Sharma Journy_Summer internship 2024 session 13 By Mr Vimal Daga_GMT20240713-083211 (180:05)
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Day 14_Activity Project Presentation_ FullStack Training session By Mr Vimal Daga_GMT20240714-152009 (137:35)
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Day 24_LLM Model Presentation_GMT20240724-063419 (98:18)
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Day 26. Dheeraj & Tanul LW Journy_GMT20240726-143443 (53:02)
Python
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Day 1. Function | Algorithm | Stack memory | memory device | statement| Storage device | Assignment operator | association memory | interpreter | Data structure | data types | string data type | type function | integer type | space complexity | data structure | immutable & mutable | arrays (334:22)
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Summary 1
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2. Opencv | video capture function | imshow function | waitkey function | destroy all window function | 2D arrays | numpy | RGB | pixel | Slice operator | swap value | sudo code | conditions statement | If-else | boolean | block of code | statement | indentation (277:40)
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Summary Session 2
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3. multi line string | statement | if else | input function | create manu project | elif | import os | in keyword | logical operator | And operator | multiple conditions | Or operator | truth table | Not keyword | prompt | lazy operator | time complexity (387:48)
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Summary Session 3
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4. For loop | while loop | Iteration | Recursion | in keyword | len function | break keyword | infinite loop | live video streaming | wait key | destroy all window | numpy | 2D array | crop video | Ipwebcam | internal webcam | external webcam (89:51)
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5. introduction of python | variable | data type | print function | syntax | pseudo code | if - else conditions statement | memory address | data type inference | integer | string | boolean | IDE | system function | built in function | module | pip command | import opencv (142:35)
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Summary Session 5
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6. algorithm | function | function calling | def keyword | single responsibility principle | code section | string interpolation | positional argument | default argument | return keyword | module | import keyword | creating and importing module | modular approach | abstraction | from keyword (156:25)
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Summary Session 6
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7. Oops concept | custom data structure | classes | time complexity | hashing Algorithm | Initiatization | object | none keyword | dict keyword | memory address | crud operation | storage device | persistent storage | Function | Argument | setter function | getter function | access. Modifier (100:51)
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Summary Session 7
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8. Python & Industry Expert meeting_Summer internship 2024 session 12 By Mr Vimal Daga_GMT20240712-090943 (189:58)
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Summary Session 8
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9. Python Session By Mr. Vimal Daga_GMT20240717-042443 (111:50)
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Summary Session 9
Bonus Session - Python
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Lists | text-to-speech | pyttsx3 library | speaker driver | converting strings to audio | DataFrame | resolving row-wise operation limitations faced in dictionaries | Pandas library | loc[] function | .csv files | read_csv() function | describe() function (101:20)
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Summary - Lists | text-to-speech | pyttsx3 library
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list in Python | memory address | Copy module | shallow and deep copy | deepcopy() function | 2-D & 3-D lists | Functions | Iteration | for loop (105:39)
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Summary - list in Python | memory address
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Menu program | integration of Python and Linux | If-else conditions | while loops| system| or OS commands in Python | tput setaf <0-7> command | OS module | triple quotes (“””) | input() function | (92:04)
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keyword |all types of containers: lists, dicts, sets, strings | File handling | manipulate file | two categories, text file, and binary file | handle file exceptions | append mode| Reading a file | read() | readline() | function tell ()| Closing a file | (125:34)
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Summary - keyword |all types of containers: lists, dicts, sets, strings
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File handling | read mode ("r"), | write mode ("w") | append mode ("a") | open() function | tell() method | file position: | Seek() function | (92:15)
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Summary - File handling | read mode ("r"),
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Object Oriented Programming | Classes |data structure. | object | instantiation | data member |member functions | Access Modifiers | Public | Private | Setter and Getter | (90:45)
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__dict__ | object. |underscore or double underscore. | Python interpreter version manipulation. | dir() function | Constructor Method | __init__ |
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Open() function | hard disk is located | “With” keyword | “speech_recognition” | “Pyaudio”| text.lower() | Google Recognize API | (117:59)
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Module | function (def) | call function | OS module | if __name__ | "__main__" | infinite loop | (88:35)
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Anonymous function |lambda keyword.| adding two numbers function | modulo operator | modulo operator| filter() function | built-in function | database | (90:28)
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Summary - Object Oriented Programming | Classes |data structure
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Server | Socket programming. | Networking program | IP + port Number means | Bind function | netstat -tnip command. | client | (85:45)
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Summary - Server | Socket programming. | Networking program
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Server side code | client side program | network programming | conn variable | conn.recv | os.system | (70:00)
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Summary - Server side code | client side program
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Server | Socket programming | handle input and output | external sources | IP and port number|while" loop (97:18)
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Summary - Server | Socket programming | handle input and output
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local IP address | Network programming | Variable|string data | Client and server| while loop (67:16)
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Summary - local IP address | Network programming
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Threading | Multi-threading | RAM | CPU | Stack memory | function (72:08)
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Exception handling | File handling | close() | read() | write() | (88:37)
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iteration | TTS | pyttsx3 | program file | speaker | (134:36)
Linux Training
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Session 1. Introduction of linux | operating system | virtual box | GUI | CLI | Web UI | Admin account | gedit | open source tool | jobs command | man command | root account | piping concept | Espeak command | bash shall | persistent storage | df command | mkdir command | rpm command (121:13)
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Session 2. Networking | Ethernet Card | Mac Address | Ip address | octet | 4bit | bc command | network pocket | domain | DNS | look up concept | nslookup command | host name | ping command | RTT concept | network packet (78:29)
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Summary Session 2
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Session 3. webserver | host | deploy webserver | Operating system | configure web server | HTTPD | Apache | web page | networking | html file | web page deploy | systemctl command | client configure | client request | Port number | protocol | Public ip | private ip | launch Ec2 instance (150:34)
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Summary Session 3
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4. Linux Training_Summer Internship 2024 Session 11 By Mr. Vinal Daga_GMT20240711-042727 (89:48)
Docker Sessions
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1. Docker Introduction | Operating System | Container technology | Bare metal | virtualization | cloud computing | Podman | Docker host | rpm command | Docker image | Docker pull command | Docker hub | docker ps
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Summary Session 1
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2. install docker | launch ec2 instance | run docker from python | import subprocess | interactive command | Non-interactive command | Dettach mode | create function | API | Flask | Install Flask | create API | take input from the flask | docker enable | pull docker images | stop docker (185:26)
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Summary Session 2
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3. Docker Training_GMT20240724-082346 (76:38)
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4. Docker Session By Mr. Vimal Daga_GMT20240727-120630 (109:27)
Docker Bonus Session
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Docker Basic Commands | Launching container | Port Number | Configure Container as Webserver and Database Server | Environmental Variables (114:19)
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Word Press | MySQL | Set-up Three Tier Architecture | Patting | Hosting a Webpage | Container Linking (122:16)
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Docker Networking | NAT | Networking Basics | SDN | Network Infrastructure | Bridge (129:28)
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Runtime | Plugins | NAT | Bridge Network Interface | SDN | DHCP | DNS | Subnet | Gateway | IPAM | Custom Network Infrastructure (135:17)
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PID | Why Docker is Superfast? | Need of OS | Process | Nested Process | Pgrep Command | /proc directory | Bash Shell | Kernel | Cgroup (98:19)
AWS Training
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Session1. Cloud computing | Pay as go model | cloud services provider | aws cloud | pay as model | compute device | Aws Region | Availability zones | aws data center | aws service | RAM | operating system | Aws ec2 service | launch Ec2 instance | instance type | key pair | Ec2 user | sudo command (84:34)
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Summary Session 1
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2. AWS_Summer Internship 2024 session 15 By Mr Vimal Daga_GMT20240715-042728 (186:41)
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Summary Session 2
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2.1_AWS Basic Access Key by Pramod_Summer Internship 2024 session 16 By Mr Vimal Daga_GMT20240716-043209 (108:47)
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3. AWS Training_Summer Intership session By Mr. Vimal Daga_GMT20240726-094826 (110:01)
Prompt Engineering Training
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1. What is AI | AGI | pattern | algorithm | neutral network algorithm | deep learning | machine learning | accuracy | NLP | contacts | short term memory | LSTM | generative | LLM | model | chat gpt model | search engine | (act like a ) prompt | lstm concept | playground | system role (299:17)
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2. Prompt Engineering Session By Mr. Vimal Daga_GMT20240722-135454_Recording_1920x1080 (120:53)
Flutter Training
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1. introduction of flutter | dart | web app | mobile app | virtual device | AVD | Android Studio | Device manager | Flutter Doctor | flutter create command | flutter run | Emulator | Apk (115:22)
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2. Flutter Session By Mr. Vimal Daga_GMT20240711-133731 (62:20)
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3. Flutter Session By Mr. Vimal Daga_GMT20240718-130529 (78:35)
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4. Flutter Session By Mr. Vimal Daga_GMT20240724-173054 (45:37)
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5. Flutter Session by MR vimal daga_GMT20240725-162724 (58:18)
Machine Learning Training
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1. record | accuracy | pattern | data set | model | Algorithm | dependent variable | independent variable | correlation | features engineering | multi feature salection (108:12)
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2. Domain expert | data collection | Regression | classification | simple regression | correlation | weight or coefficient | Pattern | failure | error | model (92:43)
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3. Machine Learning Session By Mr. Vimal Daga_GMT20240715-121727 (75:20)
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4. Machine Learning Session By Mr. Vimal Daga_GMT20240718-102059 (106:56)
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5. Machine Learning Session By Mr. Vimal Daga_GMT20240724-122836 (81:30)
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6. Machine Learning 2024 session By Mr. Vimal Daga_GMT20240725-142344 (99:38)
FullStack Training
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1. HTML | CSS | JavaScript | backend server | front end | introduction of HTML | web page | b (bold) tag | u (underline) tag | marquee | form | type keyword | radio button | check box | br tag | variable | array | URL | create search paga | query string | Action keyword | Api (189:58)
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Summary Session 1
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2. introduction of CSS | HTML Tags | Style tag | color | property | border | div tag | width | selector | Auto keyword | height | Overflow | class | background color | box-shadow | radius | ridge | href | display | block display | None display | Inline display | pseudo-class | text-Align (175:17)
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Summary Session 2
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3. padding | margin | border | pixel | box model | absolute | position property | text-align | layer | Z-index | top keyword | top left keyword | Material UI | google fonts | material ui framework (77:18)
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Summary Session 3
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4. Fullstack Training By Mr. Vimal Daga_GMT20240715-092049 (97:44)
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5. Fullstack_Summer Internship 2024 session 16 By Mr Vimal Daga_GMT20240716-075258 (40:55)
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Summary Session 5
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6. Full Stack Session By Mr. Vimal Daga_GMT20240717-100219 (112:59)
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Summary Session 6
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7. Full Stack Session_GMT20240718-044507 (66:47)
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Summary Session 7
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8. Full Stack Session By Mr. Vimal Daga_GMT20240719-081252 (155:03)
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Summary Session 8
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9. Full Stack Session By Mr. Vimal Daga_GMT20240722-074916 (194:48)
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Summary Session 9
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10. Fullstack Session_Creator Integration Session - 28th July 2024_GMT20240728-122758 (85:45)
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11. Fullstack Training_Summer Intership session By Mr. Vimal Daga_GMT20240730-124324 (144:29)
Jenkins Training
