Woolf DS - AI Foundation
Course Instructor
Abhishek Gupta
₹375000.00
To enroll in this course, please contact the Admin
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Course Overview
Schedule of Classes
Start Date & End Date
Jan 24 2024 - Jan 25 2025
Course Curriculum
15 Subjects
Python Fundamentals
38 Exercises • 66 Learning Materials
PF 1 - Introduction to Python
General 1
PDF
General 2
PDF
Introduction to Python
Exercise
Assignment
Assignment
PF 1 - Introduction to Python - Publication 1
PDF
PF - 2 Datatypes
General
PDF
MCQs on Datatypes
Exercise
PF-2 Datatypes_Publication_1
PDF
Assignment
Assignment
PF - 3 Typecasting
general 1
PDF
MCQs on typecasting
Exercise
Assignment
Assignment
PF-3 Typecasting_Publication_1
PDF
PF -4 Operators
General 1
PDF
General 2
PDF
Bitwise Operator
Exercise
Assignment - 1
Assignment
Assignment - 2
Assignment
PF-4 Operators_publication_1
PDF
PF-4 Operators_Publication_2
PDF
PF - 5 Strings
General
PDF
general 2
PDF
Strings
Exercise
Assignment
Assignment
PF-5 Strings_Publication_1
PDF
PF-5 Strings_Publication_2
PDF
PF-5 Strings _Publication_3
PDF
PF - 6 Conditional statements
General
PDF
Conditional statements
Exercise
Assignment
Assignment
PF -6 Conditional statements_Publication_1
PDF
PF 7 Loops
General 1
PDF
general 2
PDF
MCQs on Loops
Exercise
Assignment
Assignment
PF 7 Loops_Publication_1
PDF
PF 7 Loops_Publication_2
PDF
PF -8 List
General
PDF
General 2
PDF
List
Exercise
Assignment
Assignment
PF-8 List_Publication_2
PDF
PF-8 List_Publication_1
PDF
PF 9 Tuples
General
PDF
MCQs on tuples
Exercise
Assignment
Assignment
PF-9 Tuples_Publication_1
PDF
PF - 10 Dictionary
General
PDF
MCQs on Dictionaries
Exercise
Assignment
Assignment
PF -10 Dictionary_Publication_2
PDF
PF -10 Dictionary_Publication_3
PDF
Pf-10 Dictionary_Publication_1
PDF
PF - 11 Functions
general
PDF
general 2
PDF
General 3
PDF
MCQs on functions
Exercise
Assignment
Assignment
PF - 11 Functions_Publication_1
PDF
PF -11 Functions_Publication_2
PDF
PF-11 Functions _ Publications_3
PDF
PF-11 Functions_Publication_4
PDF
PF - 12 modules
General
PDF
MCQs on Modules
Exercise
Assignment
Assignment
PF -12 modules_Publication_1
PDF
PF - 13 File handling
General
PDF
General 2
PDF
General 3
PDF
File Handling
Exercise
Assignment
Assignment
PF-13 File handling _Publication_1
PDF
PF -13 File handling_Publication_2
PDF
PF - 14 Iterators and Generators
general
PDF
MCQs on iterators and generators
Exercise
Assignment
Assignment
PF -14 Iterators and Generators_Publication_1
PDF
PF -15 Exceptional Handling
General
PDF
MCQs on Exceptional Handling
Exercise
Assignment
Assignment
PF -15 Exceptional Handling_Publication_1
PDF
PF - 16 Regular Expressions (Regex)
General
PDF
General 2
PDF
Regular Expressions
Exercise
Assignment
Assignment
PF -16 Regular Expressions(Regex)_Publication_1
PDF
PF-16 Regular Expressions(Regex)_Publication_2
PDF
PF - 17 Matplotlib
General
PDF
General 2
PDF
Matplotlib
Exercise
Assignment
Assignment
PF-17 Matplotlib_Publication_1
PDF
PF -17 Matplotlib_Publication_2
PDF
PF -17 Matplotlib_Publication_3
PDF
PF -18 Seaborn
General
PDF
general 2
PDF
General 3
PDF
PF -18 Seaborn
Exercise
Assignment
Assignment
PF -18 Seaborn_Publication_1
PDF
PF-18 Seaborn _Publication_2
PDF
Introduction to python
PF-PR Peer Reviewed Publication
Python Fundamentals- PR_01
PDF
Python Fundamentals- PR_02
PDF
MCQ Bitwise operator
Summative Assessment
Summative Assessment
Exercise
Assignemts
Numerical Python
7 Exercises • 40 Learning Materials
NP - 1 Numpy
General 1
PDF
General 2
PDF
General 3
PDF
General 4
PDF
NP - 1 Numpy
Exercise
Assignment
Assignment
NP-1 Numpy - Publication 1
PDF
NP -1 Numpy - Publication 2
PDF
Np- 1 Numpy - publication 3
PDF
NP - 1 Numpy - Publication 4
PDF
NP - 1 Numpy - Publication 5
PDF
NP - 1 Numpy - Publication 6
PDF
NP - 2 Pandas
General
PDF
General 2
PDF
General 3
PDF
General 4
PDF
NP - 2 Pandas
Exercise
Assignment on Pandas
Assignment
NP- 2 Pandas - Publication 1
PDF
NP- 2 Pandas - Publication 2
PDF
NP- 2 Pandas - Publication - 3
PDF
NP- 2 Pandas - Publication - 4
PDF
NP- 2 Pandas - Publication - 5
PDF
NP- 2 Pandas - Publication - 6
PDF
NP-3 OOPS
general
PDF
general 2
PDF
General 3
PDF
General 4
PDF
General 5
PDF
General 6
PDF
General 7
PDF
OOPS
Exercise
Assignment on Oops
Assignment
NP - 3 OOPS -Publication 1
PDF
NP - 3 OOPS -Publication 2
PDF
NP - 3 OOPS -Publication - 3
PDF
NP - 3 OOPS -Publication - 4
PDF
NP - 3 OOPS -Publication - 5
PDF
NP - 3 OOPS -Publication - 7
PDF
NP - 3 OOPS -Publication - 6
PDF
NP - 3 OOPS -Publication - 8
PDF
NP - 3 OOPS -Publication - 9
PDF
NP - 3 OOPS -Publication - 10
PDF
NP - 3 OOPS -Publication - 11
PDF
NP-PR Peer Reviewed Publication
Numerical Programming PR_01
PDF
Numerical Programming PR_02
PDF
Summative Assessment
Numpy Summative Assessment
Exercise
summative Assignment
Applied Statistics
27 Exercises • 40 Learning Materials
AP-1 Introduction To Statistics
General 1
PDF
Introduction To Statistics
Exercise
Assignment
Assignment
AP-1 Introduction to Statistics
PDF
AP-2 Data Visualization Basics
General 1
PDF
General 2
PDF
Data Visualization Basics
Exercise
Assignment
Assignment
AP-3 Descriptive Statistics
General 1
PDF
General 2
PDF
Descriptive Statistics
Exercise
Assignment
Assignment
AP-3 Descriptive Statistics-Publication 1
PDF
AP-3 Descriptive Statistics-Publication 2
PDF
AP-4 Measure Of Symmetricity
General 1
PDF
General 2
PDF
Measure Of Symmetricity
Exercise
Assignment
Assignment
AP-5 Z- Score Method
General 1
PDF
Z- Score Method
Exercise
Assignment
Assignment
AP-6 Sampling
General 1
PDF
Sampling
Exercise
Assignment
Assignment
AP-6 Sampling-Publication 1
PDF
AP-7 Probability and Distribution
General 1
PDF
Probability and Distribution
Exercise
Assignment
Assignment
AP-7 Probability and Distribution-Publication 1
PDF
AP-7 Probability and Distribution-Publication 2
PDF
AP-7 Probability and Distribution-Publication 3
PDF
AP-7 Probability and Distribution-Publication 4
PDF
AP-7 Probability and Distribution-Publication 5
PDF
AP-8 Bayes Theorem
General 1
PDF
General 2
PDF
Bayes Theorem
Exercise
Assignment
Assignment
AP-9 Probability Mass Function
General 1
PDF
AP-9 Probability Mass Function
Exercise
Assignment
Assignment
AP-10 Hypothesis Testing
General 1
PDF
AP-10 Hypothesis Testing
Exercise
Assignment
Assignment
AP-7 Hypothesis Testing-Publication 1
PDF
AP-7 Hypothesis Testing-Publication 2
PDF
AP-7 Hypothesis Testing-Publication 3
PDF
AP-7 Hypothesis Testing-Publication 4
PDF
AP-7 Hypothesis Testing-Publication 5
PDF
AP-7 Hypothesis Testing-Publication 6
PDF
AP-7 Hypothesis Testing-Publication 7
PDF
AP-11 Hypothesis Test Method
General 1
PDF
General 2
PDF
AP-11 Hypothesis Test Method
Exercise
Assignment
Assignment
AP-12 Error and ANOVA
General 1
PDF
AP-12 Error and ANOVA
Exercise
Assignment
Assignment
AP-13 Linear Algebra
General 1
PDF
General 2
PDF
General 3
PDF
AP-13 Linear Algebra
Exercise
Assignment
Assignment
AP-13 Linear Algebra-Publication 1
PDF
AP-13 Linear Algebra-Publication 2
PDF
AP-PR Peer Reviewed Publication
Applied Statistics- Peer Reviewed_01
PDF
Applied Statistics- Peer Reviewed_02
PDF
Summative Assessment
Summative Assesment
Exercise
Introduction to Machine Learning
15 Exercises • 43 Learning Materials
ML-1 Introduction to Machine Learning
General 1
PDF
General 2
PDF
General 3
PDF
Introduction to Machine Learning
Exercise
Assignment
Assignment
ML-1 Introduction to Machine Learning -Publication 1
PDF
ML-1 Introduction to Machine Learning - Publication 2
PDF
ML-1 Introduction to Machine Learning - Publication 3
PDF
ML-2 Linear Regresssion
General 1
PDF
General 2
PDF
General 3
PDF
General 4
PDF
General 5
PDF
General 6
PDF
General 7
PDF
Linear Regresssion
Exercise
Assignment
Assignment
ML - 2 Linear regression - publication 1
PDF
ML-3 Logistic Regression
General 1
PDF
General 2
PDF
General 3
PDF
General 4
PDF
General 5
PDF
General 6
PDF
Logistic Regression
Exercise
Assignment
Assignment
ML-3 Logistic Regression - Publication 1
PDF
ML-4 Decision Tree
General 1
PDF
General 2
PDF
General 3
PDF
General 4
PDF
General 5
PDF
General 6
PDF
General 7
PDF
General 8
PDF
General 9
PDF
Decision Tree
Exercise
Assignment
Assignment
ML- 4 Decision Tree - Publication 1
PDF
ML-4 Decision Tree - Publication 2
PDF
ML-4 Decision Tree - Publication 3
PDF
ML-5 Cross validation
General 1
PDF
Cross validation
Exercise
Assignment
Assignment
ML- 5 Cross Validation - Publication 1
PDF
ML-6 KNN
General 1
PDF
KNN
Exercise
Assignment
Assignment
ML-6 KNN -Publication 1
PDF
ML-7 Naive Bayes
General 1
PDF
General 2
PDF
General 3
PDF
Naive Bayes
Exercise
Assignment
Assignment
ML- 7 Naive Bayes - Publication 1
PDF
ML-S summative assessment
Introduction to ML assessment
Exercise
Peer Review Publications
ML - Peer Review Publication 2
PDF
ML- Peer Review Publication 1
PDF
Advanced Machine Learning
9 Exercises • 22 Learning Materials
AML-1 Clustering
general 1
PDF
general 2
PDF
general 3
PDF
AML-1 Clustering
Exercise
Assignment
Assignment
AML -1 Clustering - Publication 1
PDF
AML- 1 Clustering -Publication 2
PDF
AML-2 PCA
general 1
PDF
general 2
PDF
AML-2 PCA
Exercise
Assignment
Assignment
AML -2 PCA - Publication 1
PDF
AML-3 SVM
general 1
PDF
general 2
PDF
general 3
PDF
AML-3 SVM
Exercise
Assignment
Assignment
AML - 3 SVM - Publication 1
PDF
AML-4 Time Series
general 1
PDF
general 2
PDF
general 3
PDF
general 4
PDF
general 5
PDF
general 6
PDF
AML-4 Time Series
Exercise
Assignment
Assignment
AML 4 - Time Series - Publication 1
PDF
AML 4 - Time Series - Publication 2
PDF
AML-S summative assessment
AML-Summative Assesment
Exercise
Peer Review Publications
PR 1 Advanced Machine Learning
PDF
PR 2 Advanced Machine Learning
PDF
AML- SA - Summative Assessment
Problem Solving Techniques
23 Exercises • 14 Learning Materials
PST-1 Introduction to Problem Solving in Programming
general 1
PDF
PST-1 Introduction to Problem Solving in Programming
Exercise
Assignment
Assignment
PST-2 Understanding the Problem
general 1
PDF
PST-2 Understanding the Problem
Exercise
Assignment
Assignment
PST-3 Pseudocode and Flowcharts
general 1
PDF
PST-3 Pseudocode and Flowcharts
Exercise
Assignment
Assignment
PST-4 Divide and Conquer
general-1
PDF
PST-4 Divide and Conquer
Exercise
Assignment
Assignment
PST-5 Introduction to Data Science Problem Solving
general
PDF
PST-5 Introduction to Data Science Problem Solving
Exercise
Assignment
Assignment
PST-6 Data Collection and Integration
general 1
PDF
PST-6 Data Collection and Integration
Exercise
Assignment
Assignment
PST-7 How to approach a Data Science Business Problem
general
PDF
PST-7 How to approach a Data Science Business Problem
Exercise
Assignment
Assignment
PST-8 Different Types of Analysis
general
PDF
PST-8 Different Types of Analysis
Exercise
Assignment
Assignment
PST-9 Backtracking
general-1
PDF
general-2
PDF
PST-9 Backtracking
Exercise
Assignment
Assignment
PST-10 Debugging Techniques
general 1
PDF
PST-10 Debugging Techniques
Exercise
Assignment
Assignment
PST-11 Machine Learning Pipelines
general
PDF
PST-11 Machine Learning Pipelines
Exercise
Assignment
Assignment
PST-S summative assessment
Introduction to PST : Part 1
Exercise
Peer Review Publications
PR 1 Problem Solving Technique
PDF
PR 2 Problem Solving Technique
PDF
Introduction to PST: Part 1
LB\Woolf_25thMarchWKDY_EN-2024
9 Learning Materials
Important Information
Learnbay Support
Batch ID
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Assignment Submission
Technical Expert | Schedule One to One Session
Anaconda For Python
Experience Resume Sample
29th june recording
29th june recording python by Ashsish
Video
1:25:22
Ml project session by Suresh Krishna 21/102024
ML project session by Suresh Krishna
Video
1:41:30
Important Information for LB\Woolf_1stJune_WKND_MR
7 Learning Materials
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Technical Expert | Schedule One to One Session
Anaconda For Python
Experience Resume Sample
LB\Woolf_14thjan_WKND_MR_2024
7 Learning Materials
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Technical Expert | Schedule One to One Session
Anaconda For Python
Experience Resume Sample
LB\Woolf_14thDecWKDY_EN-2023
8 Learning Materials
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Technical Expert | Schedule One to One Session
Anaconda For Python
Experience Resume Sample
Specialization 2 Recording
Specialization 2 Recording 14th August 8pm to 10pm
Video
1:49:2
LB\Woolf_Master in Computer Science _WKDY_EN_2024
6 Learning Materials
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Technical Expert | Schedule One to One Session
Anaconda For Python
Experience Resume Sample
(INTE)High Dimensional Data Analysis
6 Exercises • 15 Learning Materials
HDA -1 Introduction to Big Data
General
PDF
Assignment
PDF
HDA -1 Introduction to Big Data
Exercise
HDA -2 Data Locality
Assignment
PDF
HDA -2 Data Locality
Exercise
General
PDF
HDA-3 SQOOP (SQL in HADOOP)
Assignment
PDF
General
PDF
HDA-3 SQOOP (SQL in HADOOP
Exercise
HDA-4 Map Reduce
Assignment
PDF
General
PDF
HDA-4 Map Reduce
Exercise
HDA-5 Spark
Assignment
PDF
General
PDF
HDA-5 Spark
Exercise
HDA-6 Persisting RDD
Assignment
PDF
General
PDF
HDA-6 Persisting RDD
Exercise
HDA-S Summative Assignment
Summative Assignment
PDF
Peer Reviewed Publication
PR_01_High Dimensional Analysis
PDF
PR_02_High Dimensional Analysis
PDF
(INTE)Deep Learning For Natural Language Processing
7 Exercises • 17 Learning Materials
NLP-1 Introduction to NLP (Natural Language Processing)
Introduction to NLP (Natural Language Processing)
PDF
Assignment
PDF
Introduction to NLP (Natural Language Processing)
Exercise
NLP-2 Natural Language Toolkit
General 1
PDF
Assignment
PDF
Natural Language Toolkit
Exercise
NLP-3 Stemming
General 1
PDF
Assignment
PDF
Stemming
Exercise
NLP-4 N-GRAMS
General 1
PDF
Assignment
PDF
N-GRAMS
Exercise
NLP-5 Spacy
General 1
PDF
Assignment
PDF
Spacy
Exercise
NLP-6 Word2Vec
General 1
PDF
Assignment
PDF
Word2Vec
Exercise
NLP-7 NLP Spacy
General 1
PDF
Assignment
PDF
NLP Spacy
Exercise
NLP - S Summative Assignment
Summative Assignment
PDF
Peer Reviewed Publication
PR_01_Deep_learning_NLP
PDF
PR_02_Deep_learning_NLP
PDF
LB\Woolf_Master in Computer Science _Dec_WKND_2024
7 Learning Materials
Important Information
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Technical Expert | Schedule One to One Session
Anaconda For Python
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LB -Problem Solving Technique
Course Instructor
Abhishek Gupta
715 Courses • 221267 Students
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