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Lecture 2 | AI Free Basic Course
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- Опубликовано: 30 май 2023
- The AI course is entirely free.
Live classes are held every Tuesday and Wednesday on Facebook and RUclips from 7:30 to 9:30 p.m.
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I am from India and i respect this man who provides quality content to Pakistani people to enhance their skill. Love from india❤
I am from Delhi and i follow Irfan Bhai very closely very valuable person he is sharing pure gold experience
❤
We are same nation with same ancestors ...
We have thousands of years civilization....
Proud to be soth asian...🇵🇰🇮🇳🇧🇩
@@HaiDeR...sheikh-256 ♥♥♥♥♥
00:11 Supervised learning is a type of AI learning that requires labeled inputs and corresponding outputs.
03:17 Language models are the basic building blocks of machine learning.
08:04 Understanding AI through classification and segmentation
10:40 Teaching generative models to generate synthetic data
16:38 Language models and generative models are sparks of fire in the field of AI.
19:18 The model operates in training and prediction modes.
25:56 The importance of providing accurate data to AI models
28:42 Training and validation data are important in AI model training.
33:42 Developing a hobby is crucial for success.
36:01 Supervised learning is the preferred approach for machine learning.
42:14 Clustering algorithm can be used to group similar documents based on topics.
44:52 Understanding the concept of applying clustering algorithm in real-life problems
48:46 Supervised learning is about finding patterns in data.
51:21 Dictation is an unsupervised learning technique
57:40 Accuracy is an important measure in classification and training a model.
1:00:57 Reinforcement learning is a type of learning where actions are influenced by rewards or punishments.
1:07:00 Artificial neurons in neural networks are connected to create a powerful network.
1:09:54 Artificial Neural Network Band
1:14:53 Machine learning involves training software or individuals based on certain qualities and criteria.
1:17:04 Identification and processing involved in neural networks
1:22:32 Neural networks are powerful for processing large amounts of data
1:26:05 Understanding Neural Networks and Technology Behind It
1:34:03 Introduction to AI and the importance of basic knowledge
1:37:23 Delegation of tasks is important for efficient work
1:43:01 Tips for building a professional mindset
1:46:25 Effective communication techniques
1:53:21 Next Lecture Inside AP Integration
Crafted by Merlin AI.
This comment should be pinned ❤
Hello ap k pas in lectures k notices hn ? Agr hain to plz mere pe email kr den . I need it
Hello well defined 👌
No doubt Mr.Irfan is the great educator for common Pakistanis,Dr.Sahab is the great expert.❤
❤
Sir I am 12 Year Old Child and I saw 1st lecture and I know many thing from lecture 1 thank you sir irfan
This course deserve millions of views and prayers for our respected sir ❤😊
Indeed
Why ?😂
@@winter2740😂
No its reach will be limited to mostly urdu and hindi speakers unfortunately.
Yes of course
ANSWER NO.1:
Labelled Data: The data which is pre-defined inputs with corresponding outputs/labelled data. For Example, if we give a system with cat image with corresponding text output.
Un-labeled Data: The data with no corresponding outputs is said to be unlabeled data. i.e., random images with no output, unlabeled columns or rows in Excel sheet.
Structured Data: The data which is a structured format like DB Schemas or Tables.
Un-Structured Data: The data which is un-structured like voice notes.
To both these teachers: I cannot thank you guys enough for the hard work that you are putting in training the students. It is not just that we have started loving you, it is actually the case that we respect you in a way a teacher should really be respected. Amazing teachers you both are!!!
Me from india but irfan bhai is boss of best examples in the world
Labeled data is data that has been tagged with one or more labels or categories, making it clear what the data represents. For example, in a set of labeled images, each image is accompanied by a tag indicating what is depicted in the image, such as "cat" or "dog." Labeled data is used to train supervised machine learning models.
Unlabeled data, on the other hand, does not have any explicit tags or categories associated with it. This type of data requires the use of unsupervised learning techniques to find patterns or structures within the data. Unlabeled data is often used for tasks such as clustering, dimensionality reduction, and generative modeling.
جزاک اللہ سر ۔۔۔آپ کے اس کورس سے ہم بہت کچھ سیکھ رہے ہیں ۔۔۔ جاب کی وجہ سے ہم یونی نہیں جاسکتے آپ ہمارے لیے ایک امید کی کرن ہیں ۔۔
1:00 Reinforcement learning. Example of bicycle. Agent, Reward, Penalty & Negative Reward
1:05:27 Deep Learning
Jazakallah sir maza aya ❤❤❤❤
Allah ap ko dunya or akhirat dono dy ameen
I'm started learning now qu k mjy yeh bht achi field r ap ka learning method jo ap basics sy starting hai yeh mre jaise bndy k lye bht helpful method h Allah apko or apki team ko rizk dy r izat b dy ameeen ❤
MashAllah 💯 Great Effort and Good Course
This Course is Very Important.
Sir Irfan and Sir Sheraz Great Job 👍
Ma Sha Allah, amazing course. May Allah Pak bless them all
labelled data refers to the data which is classified
unlabelled data refers to the unclassified data
the data which is highly organised according to classes is structured data
the unorganised data is known as unstructured data
I am proud of you that i have such a hero personality in Pakistan who is awesome.Allah give this nation real heros like you.❤
Study of Artificial Neural Network is Deep Learning . It is doing ML with Artificial Neural Networks. Example of Hiring. If we are hiring a person with just consulting HR, we are using ML and if we do the same process using different departments to hire a few person. It is called Deep Learning.
Sir Irfan I am extreme level fan of you
I just got a freelancing course from digiskill
I like your way of talk specially your example and voice frequency ❤
Labeled Data: Data in which we have proper input-output pairs.
Unlabeled Data: Data without outputs/labels.
Structured Data: Data arrange in the form of tables, rows and columns or data in a database.
Unstructured Data: Data that can't be arranged in tables such as pictures, videos and voice etc
AOA.
Really hats off to you both and your team . really easy to understand and practical based way of learning you people are working... that really remarkable... thanks alot
Labelled Data: The data which is pre-defined inputs with corresponding outputs/labelled data. For Example, if we give a system with cat image with corresponding text output.
Un-labeled Data: The data with no corresponding outputs is said to be unlabeled data. i.e., random images with no output, unlabeled columns or rows in Excel sheet.
Structured Data: The data which is a structured format like DB Schemas or Tables.
Un-Structured Data: The data which is un-structured like voice notes.
The data in which Input and output is clearly defined is known as labeled data
While the data in which input and out put is not defined ia known as unlabelled data
Highly organized data is known as supervised data
While not organised data is known as unsupervised data
Structured data is organized and formatted in a specific way, often within databases, using a predefined data model. It's easily searchable and can be processed using query languages like SQL. Unstructured data, on the other hand, lacks a specific format and organization, often found in emails, social media posts, images, videos, etc. It's not easily searchable or analyzed without special tools such as natural language processing or machine learning algorithms.
really interesting ...your real life example
Every lecture become more interesting.REALY like how both of you are teaching us.concept cleared.💕
Man you got guts ❤ I love your teaching methods. More power to you. 💕 Much much appreciated . Your are absolutely a dedicated and hard working man.
Assalam o Alaikum
Kya ap kindly mjhe thora guide kr skti hain ...mjhe is course k bary main bht dair pra chala jin logon ny phle enrollment krwa the kya un logon ko emails ati hain transcripts ki .kya jo b prhaya gya hota h hs k notes milty hain?????
Kindly answer me and help i need notes yun sb info rakhna its difficult even if i make notes they are not covering whole info.I am a non tech person so quite hard for me regarding this.Jazakillah
@@anonymous25800 drive.google.com/drive/u/0/mobile/folders/16ePoT1BdXTwTdWMzWeeIRkJD48mNVFK-?usp=drive_link&pli=1
Is drive main pichly lectures ki slides . Notebooks . Assignments wagera sb available hai. Quiz ka mjhy b ni pta. Main b late join kia tha. Ab enrollment krwayi lekin koi notification ni ata quiz wagera ka .
@@anonymous25800 Baki tamam lectures recorded form main playlist bna k inky channel pr pary hain. Quizes k liye live ky end main I guess koi link wagera dety hongy. Main live km hi attend kr pati.
Label data is a set of which is defined and easy to classify accordingly whereas unlabeled data is a group of undefined data which is hard to classified
Amazing course.
Allah bless you Sir in every field of life and here after.
i have tell you in a short line
Structured data: Organized and predefined format.
Unstructured data: No fixed structure, more flexible.
Irfan malik is great in giving examples, that we understand in very good way.......... Great work. Keep it up.
I m 60 year old. I m fond of Irfan Malik for learning AI. He is my mentor under Digiskills. Weldone.
Me ek Mechanical Engineer hun or ye lecture le raha hu or zyada tar batain sir k upper se guzar rhi hn but sir Irfan jb example de k samjhaty hain tou bat samjh ajati h
sir i have no words to appreciate the level of quality that you are providing, in sha allah we will expand this learning culture in our nation
Very good lecture as i was searching since many days learning AI .I am from India and and am very much satisfied with the kind of lecture in AI like this.
I have watched class 1 and now on class 2 . Many new things I learned me a chartered accountant is getting things .... really thankful to your efforts. Both have good knowledge and experience ماشاءالله لاحول ولا قوة إلا بالله
Every lecture become more interesting.REALY like how both of you are teaching us.concept cleared
Sorry first I want to share something about Irfan Sir and Dr sahib you both are great human being who really want to help people without any cost you are amazing and the style of teaching is also amazing in this course i learn a lot and want to do more courses in this field thank you so much really appreciate.
Lable data: define input with specific name and data called labled data..
unlabelled data: Not defined With specific name
structure data; define data in organised format
unstructure data: define data in unorganised format
i am Maryam from pakistan ... first of all to sir irfan and dr.sahib ..labeled data is the output when we train the machine or classify things or data and unlabeled data is opposite to this ...structure data is the organized data such as written in ms excel and unstructural data is what machine is
not organized such as image , speech ,audio etc.....
Unstructured data is information that is not arranged according to a preset data model or schema, and therefore cannot be stored in a traditional relational database or RDBMS. Text and multimedia are two common types of unstructured content.
Ml is a branche of AI, has 3 tyes supervised,un supervised and reinforcment , further supervised data has 2 types classification and regression, classification for objects and regression for valued data.more supervised learning can be structured and unstructured.
19:00 - 36:00 Modes of Model . Learning & Prediction or Inference mode. training data 70% test data 30% . Overtrain/Hardcode if 100% accuracy. Training accuracy and validation accuracy should be nearly similar. For example :- a person using a software if gets a new software to use, he will shiver and tremble.
Labelled data : which has a label on the top to define the thing SIMILARLY Unlabelled data : converse to Labelled data
AOA-labeled data are data types with properly labeled headings, for example. a name column has a heading name. unlabeled data that has not been defined for example columns without heading.
structured data: are the set of data that is properly defined for example the data in Excel sheets, and database tables are structured data. Unstructured data: the data in audio, images, and speech.
I love Irfan Malik and the way he speak,teach everything..Just love it
Amazing Way of teaching.
JazakAllah Sir g.
Aoa, sir apboth bht acha samjha rahy hn,
Sir main primary teacher hn aur computer,web develping aur computer ki apps ka ziada knowledge ni rakhta...mgr main ap sy kuch sekhna zaroor chahta hn, ap k lectures 50 to 60 percent samaj aa rhy hn, bar bar suon rha hn..
Bs ap ki mohbbat,shafqat aur guidance chahiye
Thanks and dua to both teachers
Masha Allah itna acha course main ny you tube pe phli bar dekha hai JazakAllah xeven soulition
بہت زبردست طریقے سے سمجھایا آپ دونوں نے ، اللہ تعالی ہمیشہ آباد رکھیں۔۔آمین
May allah bless you all for your remarkable hard work 😊😊😊
MashaAllah amazing lesson. Dr Sheraz explains things well! Mr Irfan gives such interesting examples
From kashmir ... thanks so much sir for providing these lectures free of cost ..May Allaah reward you with goodness.
Label data is in supervised learning a data with annotation and labeled is called labeled data
Unlabeled data is included in unsupervised learning. Unsupervised learning also known as unsupervised machine learning analyse and cluster and label data sets for example hidden Markov model
Structured data to data that has standardized format and well-defined compalies to data model and follow a persistent Order and easily accessed by human and program for example debit card number name that are your location and stock information
Unstructured data is usually stored in a no relational database like a hadoop or Nosql and process by unstructured analytics program like opentext IDOL.
For example
Audio .iot .movie review or resume database
Alhamdulillah
Second lecture is completed and
Mjhy kafi time lag Raha hy samjhny man kun k meri field Nahi hy magar mjhy yahan tak sab samjh aagaya hy thank you so much sir.
labelled data jis main data ko koi Naam diya jata hai or in labelled main us main name ni diya jata.stuctured data Jo he chez ko differentiate kr k us ki classifications kr di jati hai like Excel ka table and un stucherd ki speech ko kehyn gy
MashAllah 💯 Great Effort and Good Course
supervised learning are the learning in which we give input to machine and also suggest the output of the data which we given. its the input out put paring process .
label data are the data which we define by the name and structure data are the data which define in score form
labeled data are the data which contains some labels like Name,gender,Age etc and unlabled data does not contains labels whereas Structured data same as like we have employement data which have information about employement in structured form like name, salary,departments all informations are properly defined and unstructure data does not have properly defined informations.
Labeled (Excel Sheet Row define age,marks and so so aur ap na sab se phel top per define kara de ta hai labeled aur row per define nahi karta wo unlabeled hota hai) Structure Data (Database ma ap table define karta hai jo scheme khalta hai ) Aur UNStructure Data (speach audio freequency)
Sir Irfan, You and Your Team is doing really a great job. Godspeed!!!
1. labeled data is data in which input and output is defined while in case of unlabelled data output is not defined.
2. structured data is in the form of rows and columns while unstructured data is in the form of video,image,audio.
I have been joining this course on 01 August 2023.
The data which have clearly mentioned or defined with inputs and their corresponding outputs is called labeled data.
The data which have not clearly mentioned or defined with inputs and their corresponding outputs is called unlabeled data.
The data which is in proper format, Easy to understand for others is known as structured data. i.e in MS Excel and in data bases the data is formatted in rows and columns.
The data which is not in proper format is known as unstructured data. i.e Frequency, Speech or audio.
ma sha Allah ...Sir you both are really amazing mentors.May Allah SWT bless you more ameen.Stay blessed.
Label Data : Data which have class or label e.g(some data of cars which is label by Car)
Unlabel Data : Data which are not labeled or class e.g(some data of car but not label or mentioned its car data)
Structured Data: easily searchable
Unstructured Data : in computer way kis chees ko understand krna muskil huta h k ye kis ki image h e.g (image of cat)
Main to apki video watch karne se pehle hi like kar dyti hun because I know yaha se bht kch sekhne ko milega mjhe ❤
The data in which input and output is clearly defined is know as labelled data while the data in which input and output not defined is known as unlabeled data. Highly organized data is known as supervised data and not organized data is known as unsupervised data.
Amazing lecture. Thanks of sharing knowledge.
Label data is classified data in which we organize our data into a group like age, name, blood group ita a example of label data and unlabeled data is that in which we don't classified our data into a group we just keep them in module
I learn from the previous session that supervise learning is called labeled Data e.g when you classified thing or input like Vehicle Type , model, year which department are you looking like,Tire, engine, transmission,and other parts of the Vehicle.
for Unsupervise learning I learn there is no label.
Structure Data is like in Excel , column, rows and different types of input.
like ,Name,address,phone,number , email address etc.
Unstructure data is audio , speech ,images you can collect info.
1- a table contain some data if it can't define correct purpose it known as unlabel, if it define this column is contain age data and this column contains marks is known as label
2- speech is unstructure, step by step information is structure
Jazak Allah. Its upto our new generation to pay attention and learn to enhance their livings.
In which data we have both input and output is called labeled data and in which data we haven't any specific input or output is called unlabeled data. In which data have specifically structure or body is called structured data i.e., ms excel sheet and in which data we haven't no any structure as well as no any body is called unstructured data i.e., audio, speech etc
Labeled Data : data with title (label).
Unlabeled Data : data without title (label).
Structured Data : Data like excel or DB data.
Unstrutured data : Data unlike excel or DB data.
Sir great.Its unbelievable that such genuis people are found in Pakistan .If practicle works related industry and freelance market are practed and learn then it would be outstanding .
Outstanding Lecture Sir Thank you so much
predicted output wo hota ha jo model generate krta ha or actual output woo hota ha jo input ka perfect jawab hota ha or user ko pehly sy hi pta hota ha...user bs model ka generated output or actual output ko campare krta ha or model ko feedback deta ha...or model kudh ko update krta ha
Sir I am learning Ai course .. you both did really great job .. ALLAH PAK apkw khoob traqqi dein ... AAMEEN .. but sir 2nd lecture Thora smjh m NH Aya kahe kahe
Solute you sir , your lectures with example is sooo super , example feels like Allah blessings you knowledge that giving the ability how can lister easily understand.its realize that you really want people grow up with power of knowledge.Sir you are not earning the money,you are really earning the people,their heart and love.May Allah give you more power and his rewards.❤❤❤
Labeled data, where we provide the label to a data, like if a picture of a cat we label it cat, this is a supervised learning example, unlabeled data is the data where we don't provide the label to a data, and the model itself learn the image based on history, and this an unsupervised learning example
Thank you so much 😊. It's really a great help for our new generation. I am 55 years old and slow learner but still learning a lot from it. And really curious in learning this new technology. Thanks a lot.
41:00 basic idea of unsupervised learning
Labeled Data: The data that is pre-defined inputs with corresponding outputs/labeled data. For Example, if we give a system with a cat image with corresponding text output.
Un-labeled Data: The data with no corresponding outputs is said to be unlabeled data. i.e., random images with no output, unlabeled columns or rows in an Excel sheet.
Structured Data: The data which is a structured format like DB Schemas
Un-Structured Data: The data is unstructured like voice notes.
Structure Data:
Data base mein jo tables hoti hain, ya Ms excel mein jo data ham row aur column mein data set kartain hain.
Un Structure Data:
Esa data jo wave ki form mein ho wo un structure data hota hai, For example voice.
MashaAllah great job .May Allah give u rewards for sharing our know
Structure data like making tables in excel about name of student,marks,age,etc
And in unstructured data any audio or speech like waves of frequency
Labeled Data: "It is type of data feeded to model in which we know the what the output is going to be."
Unlabeled Data: "it is type of random data in which we can't predict the output of input data."
Structured Data: "It is well organized data generally in form of rows and columns like in databases."
Unstructured Data: "it is less organized data with no rows and columns no labels like Image data and voice data."
Kindly tell me if I've mistaken something
Hats off to you people... Really appreciated. A comprehensive course for both Field relevant and non field people
Label Data: input + output, data with proper lable.
Un-label Data: just input with no output.
Structure Data: Data Which is organized in row and column.
Un-Structure Data: Data which organized in file without row and column.
Next level and practical examples by irfan sir❤
Labelled Data: The data which has a proper meaning and the machine can immediately identify what message that data is giving.
Unlabelled Data: The Data which is not understandable by the machine
Structured Data: The data whose input has a proper shape which is required to produce the particular output
Un Structured Data: The data whose input is random, having errors, missing values and stuff like that which is not able to feed in the machine
Labelled data is images with headlines. Structured data is data that is structured correctly like database table
Labeled data woh hota hy jis me clearly defined ho k input or output kya hy. organized data is structured data while unorganized data is unstructured data
Labeled is Text, images and others audios etc.
Unlabeled doesn't contain more information.
Structured data is standardized, clearly and defined while unstructured data is usually store in native format.
Structured data is quantitative
Unstructured data is qualitative data .
sir lecture is very interesting thanks for designing such ciurse
Structured data
Excel sheet is an example of structured data because it arranges data in a defined structure.
Unstructured data
Whereas Audio and images are unstructured data as there is no defined structure for them.
Labelled data
When we have a label attached to a particular data itis called labelled data. for example label AGE given to the data that contains ages of students.
Unlabelled data
When we donot have any label attched to data that gives us information about the data is called Unlabelled data. For example a list of numbers without any label will not inform us whether it is age or score etc.
Unsupervised learning in artificial intelligence is a type of machine learning that learns from data without human supervision. Unlike supervised learning, unsupervised machine learning models are given unlabeled data and allowed to discover patterns and insights without any explicit guidance or instruction.
Real asset of Pakistan....... Respect for you Sir ❤
Data in which input and output are clearly defined is known as labeled data while the data in which input input and out are not defined is known as unlabelled data. Highly organized data is known as supervised data. and while not organized data is known as unsupervised data
Ma sir irfan malik k sath 1 year 2 months se work kr raha hun still koi earning ni huwi but mujhy koi problem ni h bcz ma seekh raha hu isi liye ma khush hun ❤
Thankyou sir 😊
Hi