Learnbay master Course
Course Instructor
Abhishek Gupta
₹375000.00
To enroll in this course, please contact the Admin
Course Overview
Schedule of Classes
Course Curriculum
16 Subjects
Learnbay master Course
31 Exercises • 124 Learning Materials
Statistics and Machine Learning
1. Introduction to statistics
Video
2:10:21
1 Introduction to Statistics
1.1 - Intro to Statistics and ML - Use Cases, Interview Questions
1.2 - Introduction to Statistics Quiz Questions
Exercise
2. Data Visualization in Statistics
Video
2:6:27
2.1 - Data Visualization in Statistics
2.2 - Data Visualisation Statistics & ML - Use cases, Interview Questions
2.3 - Data Visualisation in Statistics Quiz Questions
Exercise
3. Descriptive Stat
Video
2:6:9
3.1 - Descriptive Statistics_01
3.2 - Descriptive Statistics_02
3.3 - Descriptive Statistics - Use Cases Interview Questions
3.4 - Descriptive statistics Quiz Questions
Exercise
4. Measure of Symmetricity
Video
1:58:24
4.1 - Measure of Symmetry, skewness and Kurtosis
4.2 - Measure of Symmetry - Outliers and Interquartile range
4. Measure of Symmetricity Use Cases, Important interview questions
4.3 - Measure of Symmetricity Quiz Questions
Exercise
5. Z- Score Method
Video
1:51:34
5 Z-score Method
5 Z - Score Use Cases - Interview Questions.
z-score method Quiz Questions
Exercise
6. Sampling
Video
1:54:25
6 Sampling Techniques
Sampling in Statistics
Exercise
6.Sampling - Use Cases, Interview Questions
Sampling Quiz Questions
Exercise
7.Probability and Distribution
Video
1:21:57
7. Probability and Distribution
7. Probability and Distribution Use Cases - Interview Questions
Probability & Distribution Quiz Questions
Exercise
8. Bayes Theorem
Video
2:1:44
8. Bayes Theorem
8. Discrete variable and continuous variable
8. Use cases, important Interview Questions
Bayes Theorem Quiz Questions
Exercise
9. PMF- Probability Mass function
Video
2:024
9. Probability mass function
9. PMF Use cases and important interview questions
Probability Mass Function Quiz Questions
Exercise
10. Hypothesis Testing
Video
2:2:23
10. 1. Hypothesis testing.
10. 2. Hypothesis testing use cases and interview questions
Hypothesis Test Method Quiz Questions
Exercise
11. Hypothesis testing Method
Video
1:33:13
11. Hypothesis Test Methods
11. 2 Hypothesis test methods
11 .3 hypothesis testing methods use cases
Hypothesis Testing Quiz Questions
Exercise
12. Errors and Anova
Video
1:51:6
12.1 Errors and ANOVA
12.2 Errors and ANOVA Use cases and important interview questions
Errors and Anova Quiz Questions
Exercise
13. introduction to Linear Algebra
Video
2:3:27
13.1 Linear Algebra
13.2 Linear Algebra Use cases and Interview question
Linear Algebra Quiz Questions
Exercise
14. Matrix
Video
1:34:37
14.1 matrix and eigenvalues
14.2 matrix eigenvalue and determinant
14.3 Matrix and Determinants - Use cases and
Matrix Quiz Questions
Exercise
15 Introduction to Machine Learning
Video
2:5:00
15.1 Introduction to Machine Learning
15.2 Introduction to Machine learning
15. Introduction to Machine learning use cases
16 Introduction to Machine Learning Part 2
Video
1:35:56
16 . Introduction to Machine Learning part 2
16. Introduction to Machine Learning 2 Use cases and Important Interview Questions
17 Linear Regression
Video
2:12:28
17.1 Linear Regression Part 01 (A)
17.2 Linear Regression Part - 01 (B)
17 Linear Regression Part - 01 (C)
17.4 Linear Regression Use cases and Important interview questions
Linear Regression Part - 01 Quiz Questions
Exercise
18 Linear regression Part 2
Video
2:19:5
18 Linear regression Part 2(A)
18 Linear Regression Part -2(B)
18 Linear Regression Part 2 (C)
18 Linear regression Part 2(D)
18 Linear Regression - Part 2 (E)
18 Linear Regression - Part - 2 (F)
18 Linear Regression - Part 2 (G)
18 Linear Regression - Part - 2 (H)
18 Linear Regression - Part 2 (I)
18 Linear Regression - Part 02 (J)
18 Linear Regression - Part 02 (K)
18 Linear Regression Part - 02 Quiz Questions
Exercise
19 Logistic Regression
Video
2:7:15
19 Logistic Regression Part 01(A)
19 Logistics Regression - Part 01 (B)
19 Logistics Regression - Part - 01 (C)
19 Logistics Regression - Part 01 (D)
19 Logistics Regression - Part 01 Use Cases & Interview Questions
19 Logistics Regression - Part 01 - Quiz Questions
Exercise
20 Logistic regression Part 2
Video
1:55:24
20.1 Logistic Regression
20.2 Logistic Regression (b)
20.3 Logistic Regression (c)
2000000 Logistic Regression Use Cases and Interview Questionsssssssss
20 . Logistic Regression Quiz Questions
Exercise
22 Decision Tree - Part 02 - Quiz Questions
Exercise
21 Decision tree
Video
2:12:15
21 Decision Tree Part - 01(A)
21 Decision Tree Part - 01(B)
21 Decision Tree Part - 01 - Real Time Use Cases & Interview Questions
21 Decision Tree Part - 01 - Quiz Questsions
Exercise
22 Decision Tree part 2
Video
1:21:33
22.1 Decision Tree Part - 02 (A)
22.2 Decision Tree Part - 02 (B)
22 Decision Tree - Part 02 (C)
22 Decision Tree - Part 02 Real Time Use Cases - Interview Questions
23 Decision tree Part 3
Video
2:6:00
23 Decision Tree Part - 03 (A)
23 Decision Tree Part - 03 (B)
23 Decision Tree Part - 03 (C)
23 Decision Tree Part - 03 (D)
23. Decision Tree Part - 03 - Real Time Use Cases and Interview Questions
23. Decision Tree Part - 03 - Quiz Questions (Hyperparameter Tuning) & (Bagging and Boosting)
Exercise
24 Cross validation
Video
2:13:51
24.1 Cross Validation (a)
24. cross validation (b) use cases and interview questions
24. Cross Validation Quiz Questions
Exercise
24 fdsjskjd
25 KNN
Video
58:00
25. KNN (a)
25. KNN use cases and interview questions
KNN MCQs
Exercise
25 dsajksa
26 Naive bayes
Video
2:10:8
Naive Bayes: The Basics (A)
26. Naive Bayes Theorem (B)
26 Naive Bayes theorem (C)
26 Naive Bayes Use cases and interview questions
Naive Bayes Theorem Quiz Questions
Exercise
27 Clustering
Video
2:14:31
27 Clustering (A)
27 Clustering (B)
27 Clustering (C)
27.4 Clustering Use Cases and Interview Questions
Clustering Quiz Questions
Exercise
28 Support Vector Machine
Video
1:57:46
28 Support Vector Machine (SVM) - (A)
28. Support Vector Machine (SVM) - (B)
28 Support Vector Machine (SVM) (C)
28. Support Vector Machines (SVM) Use Case & Interview Questions
28. Support Vector Machines (SVM) Quiz Questions
Exercise
29 Principal Component Analysis
Video
1:49:6
29.1 PCA(a)
26. 2 PCA(b)
PCA - use cases and interview questions
Principal Component Analysis
Exercise
28. Support Vector Machine
Exercise
22 Decision Tree - Part 02 - Quiz Questions
Exercise
Statistics & ML Quizzes_Topic-wise
Introduction_to_Stats_Quiz
Exercise
Introduction to Statistics
Measure of Symmetricity
Statistics & Machine Learning
1 Exercises • 49 Learning Materials
Statistics and Machine Learning
1. Introduction to statistics
Video
2:10:21
1 Introduction to Statistics
1.Intro to Statistics and ML - Use Cases, Interview Questions
2. Data Visualization in Statistics
Video
2:6:27
Data Visualization in Statistics
2. Data Visualisation Statistics & ML - Use cases, Interview Questions
3. Descriptive Stat
Video
2:6:9
Descriptive Statistics_01
Descriptive Statistics_02
4. Measure of Symmetricity
Video
1:58:24
Measure of Symmetry, skewness and Kurtosis
Outliers and Interquartile range
4. Use Cases, Important interview questions and quiz questions
5. Z- Score Method
Video
1:51:34
5 Z-score Method
5 Z - Score Use Cases - Interview Questions.
6. Sampling
Video
1:54:25
6 Sampling Techniques
Sampling in Statistics
Exercise
6.Sampling - Use Cases, Interview and Quiz Questions
7.Probability and Distribution
Video
1:21:57
7. Probability and Distribution
Probability and Distribution Use Cases - Questions Interview and Quiz
8. Bayes Theorem
Video
2:1:44
8 kgdhjk
9. PMF- Probability Mass function
Video
2:024
9. Bayes theorem
9. Discrete variable and continuous variable
9. Use cases, important interview questions and quiz questions
9 hjeak
10. Hypothesis Testing
Video
2:2:23
10. Probability mass function
PMF Use cases and important interview questions
10 kjsdfb
10 sakcnjk
11. Hypothesis testing Method
Video
1:33:13
11. 1. Hypothesis testing.
11. 2. Hypothesis testing use cases and interview questions
11 dhfkjdz
11 sdsdkjk
12. Errors and Anova
Video
1:51:6
11. Hypothesis test methods
11. 2 Hypothesis test methods
12 .3 use cases
13. introduction to Linear Algebra
Video
2:3:27
13 fghm
13 dzd
14. Matrix
Video
1:34:37
iNTRO
PDF
Sono
PDF
Python for data Science
3 Exercises • 87 Learning Materials
Python For Data Science
Introduction
Video
2:10:31
Chaptert 01 - Introduction to Programming Languages
Chapter - 01 Anaconda Distribution and Jupyter Notebook
Chapter - 01 Introduction to Programming Language Use Cases, Interview Questions
Chapter - 01 Introduction to Programming Language
Exercise
Chapter - 02 Data Types in Python
Video
1:59:57
Chapter - 02 Data Types in Python
Chapter - 02 Data Types - Use Cases, Interview Questions
Chapter - 02 Data Types - Quiz Questions
Exercise
Chapter - 03 Typecasting in Python
Video
1:55:46
Chapter - 03 Typecasting in Python
Chapter - 03 Typecasting Use Cases and Interview Questions
Chapter - 04 Operators in Python (1)
Video
2:020
Chapter - 04 Operators in Python (01)
Chapter - 04 Operators in Python (01) Use Cases and Interview Questions
Chapter - 04 Operators in Python (01)
Exercise
Chapter - 05 Operators in Python (02)
Video
1:59:15
Chapter - 05 Operators in Python (02)
Chapter - 05 Operators in Python (02) Use Cases & Interview Questions
Chapter - 06 String in Python
Video
1:53:17
Chapter - 06 String in Python
Chapter - 06 String in Python Use Cases & Interview Questions
Chapter - 07 String Methods in Python
Video
1:58:42
Chapter - 07 String Methods in Python
Chapter - 07 String Methods in Python Use Cases & Interview Questions
Chapter - 08 Conditional Statements in Python
Video
1:57:56
Chapter - 08 Conditional Statements in Python
Chapter - 08 Conditional Statement in Python Use Cases & Interview Questions
Chapter - 09 Loops in Python Part (01) (For Loop)
Video
1:51:47
Chapter - 09 Loops in Python Part (01)
Chapter - 09 Loops in Python (01) Use Cases and Interview Questions
Chapter - 10 Loops in Python (02) - (While Loop)
Video
1:58:53
Chapter - 10 Loops in Python (02) - (While Loop)
Chapter - 10 Loops in Python (02) - (While Loop) Use Cases & Interview Questions
11 Lists Method
Video
2:3:31
11.1 List methods
11.2 Use cases and interview questions
11 wejwkj
12 Tuple
Video
1:54:42
12 Tuple
12 Tuple(b) use cases and interview question
12 swslkls
13 Dictionary
Video
2:028
13 Dictionary (a)
13. dictionary (b) - Use cases
13 sjsk
14 Dictionary Part 2
Video
1:53:43
14 Dictionary Methods
14 Dictionary Methods - Use cases and interview questions
14 whwkk
15 Functions
Video
1:52:27
15 Function.
15 function use cases and interview questions
15 shsk
16 Functions Part 2
Video
1:54:8
16. Function Arguments
16 Function Arguments use cases and interview questions
16 hakak
17 Functions Part 3
Video
1:54:51
17 Lambda functions
17 Lambda Functions use cases and interview questions
17 qgwjk
18 Modules
Video
1:55:55
18. Modules
18 Modules use cases and interview questions
18 sahsk
19 File Handling
Video
1:54:25
19 File Handling
19 File Handling Use cases and Interview Questions
19 ahkak
20 File Handling Part 2
Video
1:35:35
20. File Handling 2
20 File Handling Use cases and Interview Questions
20 AJAK
21 ABCDEDFHIJ
Video
1:53:15
21 ahja
21 jkka
21 akal
Chapter - 22 Binary Files
Video
1:54:00
Chapter - 22 Binary Files in Python
Chapter - 22 Binary Files in Python Use Cases & Interview Questions
Chapter - 23 Iterators and Generators
Video
1:54:14
Chapter - 23 Iterators and Generators
Chapter - 23 Iterators and Generators Use Cases & Interview Questions
Chapter - 24 Exception Handling in Python
Video
1:53:6
Chapter - 24 Exception Handling in Python
Chapter - 24 Exception Handling in Python Use Cases & Interview Questions
Chapter - 25 Regular Expressions in Python (Regex)
Video
1:51:57
Chapter - 25 Regular Expression in Python (Regex)
Chapter - 25 Regular Expression in Python (Regex) Use Cases & Interview Questions
Sql & Mongo Db
12 Exercises • 45 Learning Materials
Sql and Mongo Db
1 SQL to Introduction
Video
1:54:6
1.1 Introduction To Structure Query Language (SQL)
1.2 Introduction To Structure Query Language(SQL)
1. 3 Introduction To Structure Query Language(SQL)
1.4 Sql fundamentals Use Cases & Interview Questions
Introduction to SQL (Fundamentals of SQL)
Exercise
2 Normalization and Constraints
Video
1:50:56
2.1 Normalization in SQL
2 .2 Constraints in SQL
2.3 Normalization & Constraint Use cases & Interview Questions
Normalization & Constraints
Exercise
3 Working With Joins and Clauses
Video
2:5:47
3 .1 SQL Clauses
3.2 Joins in SQL
3.3 SQL Clauses & Joins in SQL Use Cases & Interview Questions
Joins & Clauses
Exercise
4 Indexing & Views In SQL
Video
1:59:4
4.1 Indexing in SQL
4.2 Views in SQL
4.3 Indexing & Views in SQL- Use cases & Interview Questions
Sql Views & Index
Exercise
5 Working With Functions
Video
1:55:21
5.1 Functions in SQL
5.2 Functions in SQL- Use cases & Interview Questions
SQL Functions
Exercise
6 Sub Queries and Stored Procedures
Video
1:59:41
6.1 Subqueries in SQL
6.2 Stored Procedures in SQL
6.3 Subqueries & Stored Procedures in SQL- Use cases & Interview Questions
Subqueries & stored procedures
Exercise
7 Transactions Sequence and triggers
Video
2:26:36
7.1 Transactions in SQL
7.2 Sequence, Triggers & Auto increment
7.3 Transactions, Sequence & Triggers in SQL- Use cases & Interview Questions
Transactions, Sequence, Triggers & Auto Increment
Exercise
8 Introduction to Mongo Db
Video
1:54:50
1.1 Introduction to Mongodb
1.2 use cases & Interview Questions
Introduction to MongoDB
Exercise
9 Operators and Importing Data into Mongo DB
Video
1:46:46
2.1 Operators & Importing Data into MongoDB
2.2 Use cases & Interview questions
Operators & Data Importing in MongoDB
Exercise
10 Sorting Indexing Aggregating and Projections
Video
1:58:37
3.1 Sorting, Indexing, Aggregating, Projections
3.2 Use cases & Interview questions
Sorting, Indexing, Aggregating & Projections
Exercise
11 Data Modelling and Relationships
Video
1:50:40
4.1 Data Modelling & Relationships
4.2 Use cases & Interview questions
Data modelling & Relationships
Exercise
12 Compass, Sharding and Replication
Video
1:58:50
5.1 Compass, Sharding & Replication
5.2 Use cases & Interview questions
11 njkdsk
Demo
Sharding & GridFS
Exercise
Deployment
7 Learning Materials
MLOps
Introduction to Pycharm
Infrastructure as a Services
Software as a Services
Platform as a Service
5 Real-time Use Cases of IaaS, PaaS, SaaS in Machine Learning
Steps Involved in Production of ML Model
Setting Up a Flask Environment on Your System
Deep Leaning & NLP
2 Learning Materials
DL & NLP by Sachin
Drive link for DL and NLP
lkajsk
python Fundamentals
Deep Learning and NLP
4 Exercises • 67 Learning Materials
Deep Learning and NLP
1 DNN
Video
1:56:28
class 1.1 artificial Intelligence
Class 1.2 Machine Learning v/s Deep Learning
Class 1.3 Multilayer Perceptron
2 Multilayer Perceptron – Architecture
Video
1:39:46
class 2.1 Multilayer Perceptron Architecture
class 2.2 Memoization
class 2.3 use cases
3 Steps in Deep Learning Algorithm
Video
1:56:39
class 3.1 Initializing Weights
class 3.2 Gradient Problem
class 3.3 Activation function and Drop Out
Class 3 Use case s and interview questions
4 Regularization
Video
1:50:18
class 4.1 Backpropogation and Optimizer
class 4.2 Gradient Descent
class 4.3 use cases
5 Optimizers
Video
2:1:22
class 5. use cases and interview questions
6.1 Exponentially weighted average
class 6.2 use cases
7 CNN
Video
1:58:51
class 7.1 cnn
class 7.2 Different Algorithms
class 7.3 use cases
8 Data Augmentation
Video
2:3:38
class 8.1 pooling and max pooling in CNN
class 8.2 Data augmentation in DL
class 8.3 use cases
9 Sequential API and Limitations of Sequential API model
Video
1:59:14
class 9.1 sequential API in DL
class 9.2 functional API in DL
class 9.3 use cases
10 Introduction to NLP
Video
2:2:37
10 Introduction to NLP
10 introduction to NLP (b)
10 Introduction to NLP - use cases and interview questions
11 NLP Tool kit
Video
1:59:8
11.1 NLTK
11 NLTK (b)
11 NLTK use cases and interview questions
12 Stemming and Lemmatization
Video
1:53:32
Chapter - 12 Stemming and Lemmatisation
Chapter - 12 Stemming and Lemmatisation Quiz Questions
12 sjsk
13 Ngrams and TFiDF
Video
1:50:17
13 gfgfg
13 sdgds
13 dfsb
14 Spam Message Classification
Video
2:11:32
14 sjjgf
14 dfgfda
14 sdfs
class 1.4 use cases
15 Sentimental Analysis
Video
1:48:7
15 hjsdk
15 askakds
15 sakak
16 Word 2 Vec
Video
1:58:58
Chapter - 16 Word 2 Vec
Chapter - 16 Word 2 Vec - Use Cases and Interview Questions
Chapter - 16 Word 2 Vec - Quiz Questions
Exercise
17 NLP Spacy
Video
1:57:26
Chapter - 17 NLP Spacy
Chapter - 17 NLP Spacy Use Cases
Chapter - 17 NLP Spacy Quiz Questions
Exercise
17 sadjajkz
class 3.4 use cases
Artificial intelligence
Exercise
6 Exponentially Weighted Moving Average (EWMA)
Video
2:14:47
Chapter - 12 Stemming Quiz Questions
Exercise
tableau and power bi by Rajeev _14thAugust2023
9 Exercises • 49 Learning Materials
Tableau by Rajeev Sir
1 - Introduction to Tableau
Video
1:53:45
Class-1
Class - 1.1
Class -1 Usecase
Introduction to Tableau
Exercise
2 - Adding Parameters
Video
1:46:37
Class - 2
Class - 2.1
Class -2 Usecase
Class - 3
Class - 3.1
Class - 3 Usecase
Class - 4
Class - 4 Usecase
Class - 5
Class - 5.1
Class - 5 Usecase
Class - 6
Class - 6.1
Class - 6.2
Class - 6.3
Class - 6 Usecase
Class - 7
Class - 7.1
Class - 7 Usecase
Class - 8
Class - 8.1
Class - 8 Usecase
Class - 9
Class 9.1
Class - 9 Usecase
3 - Manipulating Graph Size
Video
1:24:11
4 - Funnel Chart
Video
1:53:14
5 - Actions
Video
1:50:28
Power BI by Rajeev Sir
Introduction and Installation
Exercise
Introduction and Installation
Use cases and Interview questions (class-1)
Creating Visuals
Use cases and Interview questions(class-2)
Charts
Use cases and Interview questions(class-3)
Advanced charts
Use cases and interview questions (class-4)
Power BI services
Use cases and Interview questions ( class-5)
Power Query
Use cases and Interview questions ( class -6)
Power Query (part-2)
Use cases and Interview questions (class-7)
Data Modelling
Use cases and Interview questions (class-8)
Charts
Exercise
Creating Visuals
Exercise
Advanced charts and othertopics
Exercise
Power BI services
Exercise
Power Query
Exercise
Power Query (Part 2)
Exercise
Data Modelling
Exercise
Adv. Excel By Pradeep- 25th July 2023
32 Learning Materials
Excel by Pradeep
Class - 1
Class - 1 Usecase
Class - 2
Class - 2.1
Class - 2 Usecase
Class - 3
Class - 3 Usecase
Class - 4
Class - 4 Usecase
Class - 5
Class - 5.1
Class - 5.2
Class - 5 Usecase
Class - 6
Class - 6.1
Class - 6 Usecase
Class - 7
Class - 7 Usecase
Class - 8
Class - 8 Usecase
Class - 9
Class - 9 Usecase
Class - 10
Class - 10 Usecase
Class - 11
Class - 11 Usecase
Class - 12
Class - 12 Usecase
Class - 13
Class - 13 Usecase
Class - 14
Class - 14 Usecase
Deployment
21 Learning Materials
Deployment
1 Introduction to Deployment
Video
1:59:48
Introduction to Deployment:
The need for Deployment in Machine Learning
Real-Time Use cases
2 Services and Introduction to Flask
Video
1:56:52
Introduction to PyCharm
2 wkkej
2 djkewwer
3 Practical Implementation
Video
1:52:30
3 saia
3 aiaa
3 saja
4 HTTP Request Method
Video
1:3:7
4 yiiu
4 hk
4 sajksa
5 Heroku and AWS
Video
1:27:23
5 jkewe
5 ewkelk
5 rekelk
6 AWS Practical Implementation
Video
2:1:40
Big Data
32 Learning Materials
Big Data
1 Introduction to Bigdata
Video
2:2:46
1 Introduction to big data
1 Introduction to big data - use cases and interview questions
2 Data Locality , Rack Awareness
Video
2:7:11
2. Data locality
2 Data Locality use cases and interview questions
2 ejwkee
3 SQOOP
Video
1:56:7
3 Sqoop
3. Sqoop use cases and interview questions
3 weksw
4 Sqoop Hansdon
Video
2:2:22
4 dejsk
4 swjskd
4 deksl
5 Map Reduce
Video
1:56:29
5 Mapreduce
5 Mapreduce use cases and interview questions
5 dwjwek
6 Sqoop Handson 2
Video
1:50:19
6 djssa
6 dzjfdsk
6 dsjksa
7 Spark
Video
1:44:19
7 Spark
7 Spark use cases and interview questions
7 sjksa
8 Spark Handson
Video
1:55:52
9 RDD’s
Video
2:14:8
9 Persisting RDD and Lineage
9 Persisting RDD and Lineage
8 ajsj
DSA
MERN
115 Exercises • 234 Learning Materials
MERN 1
1.1 Internet and ISP
1.2 Server and DNS
1.3 Use cases and Interview Questions
2.1 JS and HTML Tag
2.2 Use cases and Interview Questions
3.1 HTML tag
3.2 CSS Styles and HTML Iframes
3.3 Use Cases and Interview Questions
4.1 HTML form and HTML Spam
4.2 HTML div tag and Radio Button
4.3 Use cases and Interview Questions
5.1 HTML5 and SVG
5.2 Use cases and Interview Questions
6.1 Selectors
6.2 Use cases and Interview Questions
7.1 Padding and Border
7.2 Margin and Font Style
7.3 Use cases and Interview Questions
8.1 Agile Methodology
8.2 Use cases and Interview Questions
9.1 Css Color
9.2 Use cases and Interview Questions
10.1 Selectors
10.2 Use cases and Interview Questions
11.1 Flex Box and Flex Container
11.2 Use cases and Interview Questions
12.1 Grid Conatiner
12.2 Use cases and Interview Questions
13.1 Floating and Math Functions
13.2 Use cases and Interview Questions
14.1 Units in CSS
14.2 Use Cases and Interview Questions
17.1 Responsive Design
17.2 Use Cases and Interview Questions
18.1 Navigation Tag
18.2 Use cases and Interview Questions
19.1 Meta Keyword
19.2 Use cases and Interview Questions
20.1 UI Library
20.2 Use cases and Interview Questions
21.1 Bootstrap
21.2 Use cases and Interview Questions
22.1 Programming Language
22.2 Use cases and Interview Questions
23.1 Compiler and Interpreter
23.2 Use cases and Interview Questions
24.1 Number System
24.2 Use Cases and INterviewQuestions
25.1 IF- Else
25.2 Use cases and Interview Questions
26.1 LOOPS
26.2 Use cases and Interview Questions
27.1 Objects In JS
27.2 Use cases and Interview Questions
28.1 UTF-8
28.2 Use cases and Interview Questions
29.1 Arrays
29.2
30.1 Map Function
30.2 Use cases and Interview Questions
31.1 Inner HTML and Inner Text
31.2 Use cases and Interview Questions
32.1 Strings
32.2 Use cases and Interview Questions
33.1 DOM and BOM
33.2 Use cases and Interview Questions
34.1 Query Selector
34.2 Use Cases and Interview Questions
36.1 Destructuring inJS
36.2 Use cases and Interview Questions
37.1 Forms in JS
37.2 Use cases and Interview Questions
38.1 HTML Forms
38.2 Use cases and Interview Questions
39.1 JavaScript void(0)
39.2 Use cases and Interview Questions
40.1 API Real-Time Database
40.2 Use cases and Interview Questions
41.1 API Request
41.2 Use cases and Interview Questions
42.1 Object-Oriented Programming (OOP)
42.2 Use cases and Interview Questions
43.1 PUT and PATCH
43.2 Use cases and Interview Questions
44.1 Fetch in JavaScript
44.2 Use cases and Interview Questions
45.1 Promise
45.2 Use cases and Interview Questions
46.1 Promise.allSettled() vs. Promise.all()
46.2 Use Cases and Iterview Questions
47.1 How JavaScript Works
47.2 Use cases and Interview Questions
48.1 Breakpoint
48.2 Use cases and Interview Questions
49.1 Hoisting
49.2 Use cases and Interview Questions
50.1 Lexical Environment
50.2 Use cases and Interview Questions
51.1 let and const in JavaScript
51.2 Use cases and Interview Questions
52.1 var and the Temporal Dead Zone (TDZ)
52.2 Use cases and Interview Questions
53.1 Hoisting in JavaScript
53.2 Use cases and Interview Questions
56.1 Scope in JavaScript
56.2 Use cases and Interview Questions
57.1 Post-increment and Pre-increment
57.2 Use cases and Interview Questions
58.1 "this" Keyword
58.2 Use cases and Interview Questions
60.1 Closures in JavaScript
60.2 Use cases and Interview Questions
61.1 JavaScript (JS)
61.2 Use cases and Interview Questions
62.1 Web APIs
62.2 Use case and Interview Questions
63.1 Usage of the "this" Keyword
63.2 Use cases and Interview Questions
64.1 Window Object
64.2 Use cases and Interview Questions
65.1 React.js
65.2 Use cases and Interview Questions
Internet and ISP
Exercise
HTML, CSS and JS
Exercise
HTML Tag
Exercise
HTML Form and HTML Spam
Exercise
HTML5 and SVG
Exercise
Selectors
Exercise
Padding, Border, Margin and Font Style
Exercise
Agile Methodology
Exercise
CSS Colors
Exercise
Selectors
Exercise
Flex Box and Flex Container
Exercise
Grid Container
Exercise
Floating and Math Function
Exercise
Units in CSS
Exercise
Responsive Design
Exercise
Navigation Tab
Exercise
Meta Keyword
Exercise
UI Library
Exercise
Bootstrap
Exercise
Programming Language
Exercise
Compiler and Interpreter
Exercise
Number System
Exercise
If-Else
Exercise
Loops
Exercise
Objects in JS
Exercise
UTF-8
Exercise
Arrays
Exercise
Map Function
Exercise
Inner HTML and Inner Text
Exercise
Strings
Exercise
DOM and BOM
Exercise
Query Selector
Exercise
Destructuring in JS
Exercise
Forms in JS
Exercise
HTML Forms
Exercise
JavaScript void(0)
Exercise
API
Exercise
API Request
Exercise
OOPS
Exercise
PUT and PATCH
Exercise
Fetch in JS
Exercise
Promise
Exercise
Promise.allSettled() vs. Promise.all()
Exercise
How JS Works
Exercise
BreakPoint
Exercise
Hoisting
Exercise
Lexical Enviroment
Exercise
let and const
Exercise
var and TDZ
Exercise
Hoisting in JS
Exercise
Scope in JS
Exercise
Post Increment and Pre Increment
Exercise
this Keyword
Exercise
Closures in JS
Exercise
JavaScript
Exercise
Web APIs
Exercise
Usage of this Keyword
Exercise
Window Object
Exercise
React.js
Exercise
MERN 2
1.1 Why React.js is Used?
1.2 Use Cases& Interview Questions
2.1 Node.js Overview
2.2 Use Cases & Interview Questions
3.1 Import and Export in Simple Words:
3.2 Use Cases & Interview Questions
4.1 Components
4.2 Use Cases & Interview Questions
6.1 JSX
6.2 Use Cases & Interview Questions
7.1 SVG in Simple Words:
7.2 Use Cases &Interview Questions
8.1 Props in React
8.2 Use Cases & Interview Questions
9.1 React Bootstrap in Simple Words
9.2 Use Cases & Interview Questions
10.1 Accordion
10.2 Use Cases & Interview Questions
11.1 Components in React Bootstrap
11.2 Use Cases &Interview Questions
13.1 Creating Components
13.2 Use Cases & Interview Questons
14.1 Lists in React
14.2 Use Cases & Interview Questions
15.1 Git and GitHub
15.2 Use Cases & Interview Questions
16.1 How to Contribute in Git
16.2 Use Cases & Interview Questions
17.1 Carousel
17.2 Use Cases & Interview questions
18.1 Figma Tool
18.2 Use Cases & Interview Questions
22.1 Events in React
22.2 Uses Cases & Interview Questions
23.1 Hooks in React
23.2 Use Cases & Interview Questions
24.1 Use state in React
24.2 Use Cases & Interview Questions
25.1 Use Effect in React
25.2 Use Cases & Interview Questions
29.1 Databases
29.2 Uses Cases & Interview Questions
33.1 Prop Drilling in React
33.2 Use Cases& Interview Questions
37.1 Built-in React Hooks
37.2 Use Cases & Interview Questions
Prop Drilling in React
Exercise
Built-in React Hooks
Exercise
Why React.js is Used?
Exercise
Node.js Overview
Exercise
Import and Export in Simple Words:
Exercise
Components
Exercise
JSX
Exercise
SVG in Simple Words:
Exercise
Props in React
Exercise
React Bootstrap in Simple Words
Exercise
Accordion
Exercise
Components in React Bootstrap
Exercise
Creating Components
Exercise
Lists in React
Exercise
Git and GitHub
Exercise
How to Contribute in Git
Exercise
Carousel
Exercise
Figma Tool
Exercise
Events in React
Exercise
Hooks in React
Exercise
Use state in React
Exercise
Use Effect in React
Exercise
Databases
Exercise
41.1 React App
41.2 UseCases
45.1 Overview of Back End and Product Development
45.2 usecases
42.1 Real-Time Database
42.2 Use Cases
44.1 Memo, Use Reducer
44.2 Use Cases
48.1 MERN Stack, V8 (JavaScript Engine)
48.2 Use Cases
49.1 index.js, script.js
49.2 Use Cases
50.1 index.js, New HTTP Request
50.2 Use Cases
51.1 Real-Time Database & Storing the Data
51.2 Use Cases
52.1 Internet Service Provider (ISP)
52.2 Use Cases
53.1 React, Records
53.2 Use Cases
55.1 Class Records, Local host
55.2 Use Cases
56.1 Client, Database
56.2 Use Cases
57.1 Modularity: Package SQL
57.2 Use Cases
58.1 index.js: Entry Point
58.2 Use Cases
59.1 cluster(), Network Access
59.2 Use Cases
60.1 Full-Stack Development
60.2 Use Cases
61.1 Creating True Private Variables in JavaScript
61.2 Use Cases
62.1 AWS 3-Tier Architecture
62.2 Use Cases
63.1 Router, Application
63.2 Use Cases
64.1 MySQL: Creating a Student Table
64.2 Usecases and Interview Questions
65.1 Web Engineering
65.2 Usecases and Interview Questions
67.1Plan (in SDLC - Software Development Life Cycle)
67.2 Usecases and Interview Questions
68.1 App.jsx
68.2 Usecases and Interview Questions
69.1 Index.js
69.2 Usecases and Interview Questions
70.1 Database Deployment
70.2 Usecases and Interview Questions
71.1 Todo Projects
71.2 Usecases and Interview Questions
72.1 Connect Your Google Account
72.2 Usecases and Interview Questions
73.1 AWS 3-Tier Architecture
73.2 Usecases and Interview Questions
74.1 Work-wise Job Listing Platform
74.2 Usecases and Interview Questions
75.1 React + Vite
75.2 Usecases and Interview Questions
76.1 Footer
76.2 Usecases and Interview Questions
78.1 Backend Installation
78.2 Usecases and Interview Questions
79.1 Email Validation Using Regular Expressions
79.2 Usecases and Interview Questions
React App:
Exercise
Real-Time Database
Exercise
Memo
Exercise
Overview of Back End and Product Development
Exercise
MERN Stack
Exercise
index.js, script.js
Exercise
Real-Time Database & Storing the Data
Exercise
Internet Service Provider (ISP)
Exercise
React, Records
Exercise
Class Records, Local host
Exercise
Client
Exercise
Modularity: Package SQL
Exercise
index.js: Entry Point
Exercise
cluster(): Data Aggregation
Exercise
Full-Stack Development
Exercise
Creating True Private Variables in JavaScript
Exercise
AWS 3-Tier Architecture
Exercise
Router
Exercise
MySQL: Creating a Student Table
Exercise
Web Engineering
Exercise
Plan (in SDLC - Software Development Life Cycle)
Exercise
App.jsx
Exercise
Index.js
Exercise
Database Deployment
Exercise
Todo Projects:
Exercise
Connect Your Google Account:
Exercise
AWS 3-Tier Architecture:
Exercise
Work-wise Job Listing Platform:
Exercise
React + Vite:
Exercise
Footer:
Exercise
Backend Installation, Commits, and Simple Snack Bars
Exercise
Email Validation Using Regular Expressions
Exercise
index.js, New HTTP Request
Exercise
JAVA
25 Exercises • 50 Learning Materials
Java
1.1 Overview of Programming and Its Importance
1.2 Use cases and Intereview Questions
2.1 History, Introduction to Java
2.2 Use Cases&Interview Questions
3.1 Difference between Java and other programming languages
3.2 Use cases&Interview questions
4.1 Java Features/Buzzwords, object and class
4.2 Use cases & Interview questions
5.1 Polymorphism Method Overloading in Java, Method Overriding
5.2 Use cases & interview questions
6.1 Abstraction, encapsulation
6.2 Use cases & Interview questions
7.1 Naming Conventions in Java , Comments
7.2 Uses cases & Interview questions
8.1 Statements, Expressions, Escape Sequence
8.2 Use cases & Interview Questions
9.1 Structured vs UnStructured vs Object Oriented Programming Languages
9.2 Use cases & Interview Questions
10.1 Method and it’s declaration, naming a method
10.2 Uses Cases & Interview Questions
11.1 access modifiers and it types
11.2 Use cases & Interview Questions
12.1 Object, new clone
12.2 Use cases & Interview Questions
13.1 Mutable vs immutable objects in Java
13.2 Use cases & Interview Questions
14.1 Java variables, types
14.2 Use cases & Interview questions
15.1 Design Pattern - Factory Pattern
15.2 Use cases & Interview Questions
16.1 enum keyword, properties
16.2 Use Cases & Interview Questions
17.1 Enumeration and its declaration
17.2 Use Cases & Interview Questions
18.1 Association and it’s types
18.2 Use Cases & Interview Questions
19.1 Java adapter classes, java package
19.2 Use Cases & Interview Questions
20.1 Java string
20.2 Use Cases & Interview Questions
21.1 String buffer
21.2 Use Cases & Interview Questions
22.1 Exception handling
22.2 Use Cases & Interview Questions
23.1 Java Nested Try Block
23.2 Use Cases & Interview Questions
24.1 Java Finally Block
24.2 Use Cases & interview Questions
25.1 Java throws Keyword
25.2 Use Cases & Interview Questions
Overview of Programming and Its Importance
Exercise
History, introduction to java
Exercise
Difference between Java and Other Programming Languages
Exercise
Java Features/Buzzwords
Exercise
Polymorphism, Method Overloading
Exercise
Abstraction, Encapsulation
Exercise
Naming Conventions
Exercise
Statements in Java
Exercise
Structured vs. Unstructured vs. Object-Oriented Programming Languages
Exercise
Method and its Declaration
Exercise
Access Modifiers
Exercise
Object, new clone
Exercise
Immutable vs. Mutable Objects in Java
Exercise
Java variables, types
Exercise
Design pattern-Factory Pattern
Exercise
enum keyword, properties
Exercise
enumeration and its declaration
Exercise
Association and types of Association in Java
Exercise
Java Adapter Classes, Packages
Exercise
Java String
Exercise
String Buffer
Exercise
Exception Handling
Exercise
Java Nested Try Block
Exercise
Java Finally Block
Exercise
Java throws Keyword
Exercise
System Design
25 Exercises • 50 Learning Materials
System Design
2.1 Passing arrays in functions
2.2 Use Cases
3.1 Class
3.2 Use Cases
4.1 Modularization and Reusability
4.2 Use Cases
5.1 2D Arrays
5.2 Use Cases
6.1 Object-Oriented Programming (OOPS)
6.2 Use Cases
7.1 Design Patterns
7.2 Use Cases
8.1 Types of Data Structures
8.2 Use Cases
9.1 Singular Linked Lists
9.2 Use Cases
10.1 Hashing
10.2 Use Cases
11.1 Linear Search
11.2 Use Cases
12.1 Binary Search
12.2 Use Cases
13. 1 Insertion Sort
13.2 Use Cases
15.1 High-Level Design Concepts
15.2 Use Cases
16.1 Load Balancer Algorithms
16.2 Use Cases
17.1 Social E-commerce System Design
17.2 Use cases
18.1 Monitoring and Alerting
18.2 Use Cases
19.1 Monitoring and Alerting and Amazon E-commerce Design
19.2 Use Cases
20.1 Influencers
20.2 Use cases
14.1 Types of Scaling
14.2 Use cases
22.1 Detailed Design
22.2 Use cases
23.1 Range-Based Data Modeling
23.2 Use Cases
24.2 Use cases
25.1 User Account Classes
25.2 Use cases
26.1 Parking Lot Design
26.2 Use Cases
1.1 Header Files
1.2 Use Cases
24.1 Requirements Analysis
Header Files
Exercise
Passing Arrays in Functions
Exercise
Class
Exercise
Modularization
Exercise
2D Arrays/3D Arrays
Exercise
Object-Oriented Programming (OOPS)
Exercise
Design Patterns
Exercise
Types of Data Structures
Exercise
Singular Linked Lists
Exercise
Hashing
Exercise
Linear Search
Exercise
Binary search
Exercise
Insertion Sort
Exercise
Load Balancer Algorithm
Exercise
High-Level Design Concepts
Exercise
Social E-commerce
Exercise
Monitoring and Alerting
Exercise
Monitoring and Alerting and Amazon E-commerce Design
Exercise
Influencers
Exercise
Types of Scaling
Exercise
Range-Based Data Modeling
Exercise
Requirements Analysis
Exercise
User Account Classes
Exercise
Parking Lot Design
Exercise
Detailed Design
Exercise
Passing Arrays in Functions
ML OPs
5 Learning Materials
MLOps
Introduction to MLOps
Challenges in MLOps
MLOps Components
MLOps Maturity Models
Detailed MLOps Stages
Course Instructor
Abhishek Gupta
715 Courses • 221267 Students
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