AI (KI) Development, KI Manager Weiterbildung V.2
Session 57 Part 2
Session 1 Introduction
Session 1 Part 2
Session 2 variables
Session 2 Part 1
Session 2 Part 2
Session 2 Part 3
Session 3 list and tuple
Session 3 Part 1
Session 3 Part 2
Session 3 Part 3
Session 4 list and tuple
Session 4 Part 1
Session 4 Part 2
Session 4 Part 3
Session 5 Dictionary
Session 5 Part 1
Session 5 Part 2
Session 5 Part 3
Session 6 dictionary
Session 6 Part 1
Session 6 Part 2
Session 6 Part 3
Session 7 functions
Session 7 Part 1
Session 7 Part 2
Session 7 Part 3
Session 8 string method
Session 8 Part 1
Session 8 Part 2
Session 8 Part 3
Session 9 string method
string method assigment
Session 9 Part 1
Session 9 Part 2
Session 9 Part 3
Session 10 string method assignment
Session 10 Part 1
Session 10 Part 2
Session 10 Part 3
Session 11 if statment
Session 11 Part 1
Session 11 Part 2
Session 12 if statement
Session 12 Part 1
Session 12 Part 2
Session 13 for loop
Session 13 Part 1
Session 13 Part 2
Session 13 Part 3
Session 14 for loop
Session 14 Part 1
Session 14 Part 2
Session 14 Part 3
Session 15 assignment
first assignment
Session 15 Part 1
Session 15 Part 2
Session 16 for loop and do while
Session 16 Part 1
Session 16 Part 2
Session 16 Part 3
Session 17 do while
Session 17 Part 1
Session 17 Part 2
Session 17 Part 3
Session 18 while .break and continue
Session 18 Part 1
Session 18 Part 2
Session 18 Part 3
Session 19 date and time
Session 19 Part 1
Session 19 Part 2
Session 19 Part 3
Session 20 revietion
Session 20 Part 1
Session 20 Part 2
Session 20 Part 3
Session 21 test
Test #1
Session 21 Part 1
Session 21 Part 2
Session 21 Part 3
Session 22 practice primary, factorial and perfect...
Session 22 Part 1
Session 22 Part 2
Session 22 Part 3
Session 23 solve test
Session 23 Part 1
Session 23 Part 2
Session 24 test
Session 24 Part 1
Session 24 Part 2
Session 25 exception handling math
Test #1 solution
Session 25 Part 1
Session 25 Part 2
Session 25 Part 3
Session 26 exception handling math
Session 26 Part 1
Session 26 Part 2
Session 26 Part 3
Session 27 open file
Session 27 Part 1
Session 27 Part 2
Session 27 Part 3
Session 28 Test
Session 28 Part 1
Session 28 Part 2
Session 29 Test solution
Session 29 Part 1
Session 29 Part 2
Session 29 Part 3
Session 30 Functions
Session 30 Part 1
Session 30 Part 2
Session 31 Function Test
Function Test
Session 31 Part 1
Session 31 Part 2
Session 32 Class
Session 32 Part 1
Session 32 Part 2
Session 32 Part 3
Session 33 Class
Session 33 Part 1
Session 33 Part 2
Session 33 Part 3
Session 34 Class test
Session 34 Part 1
Session 34 Part 2
Session 34 Part 3
Session 35 class
Session 35 Part 1
Session 35 Part 2
Session 36 class
Session 36 Part 1
Session 36 Part 2
Session 36 Part 3
Session 37 Inheritance
Session 37 Part 1
Session 37 Part 2
Session 37 Part 3
Session 38 End of classes and objects
Session 38 Part 1
Session 38 Part 2
Session 38 Part 3
Session 39 revision and test
Inheritance type exercise
OOP Revision Test
Session 39 Part 1
Session 39 Part 2
Session 39 Part 3
Session 40 test solution and intro to jupyter
Session 40 Part 1
Session 40 Part 2
Session 40 Part 3
Session 41 Jupyter
Session 41 Part 1
Session 41 Part 2
Session 41 Part 3
Session 42 NumPy array
Session 42 Part 1
Session 42 Part 2
Session 42 Part 3
Session 43 NumPy array
Session 43 Part 1
Session 43 Part 2
Session 43 Part 3
Session 44 NumPy array
Session 44 Part 1
Session 44 Part 2
Session 45 NumPy array
NumPy array exercise
How to make proffesional documentaion and presenta...
NumPy Array
NumPy operations
NumPy indexing and selection
contents of documentation
Session 45 Part 1
Session 45 Part 2
Session 46 NumPy array
Session 46 Part 1
Session 46 Part 2
Session 47 project
NumPy array solutions
Session 47 Part 1
Session 47 Part 2
Session 47 Part 3
Session 48 project discussing
Session 48 Part 1
Session 48 Part 2
Session 48 Part 3
Session 49 Pandas series
Session 49 Part 1
Session 49 Part 2
Session 49 Part 3
pandas series test
Session 50 project discussing
Session 50 Part 1
Session 50 Part 2
Session 50 Part 3
Session 51 pandas data frame
Session 51 Part 1
Session 51 Part 2
Session 51 Part 3
Session 52 data frame exercises
Data frame exercise
Session 52 Part 1
Session 52 Part 2
Session 52 Part 3
Session 53 sereis test solution and multiply array
Session 53 Part 1
Session 53 Part 2
Session 53 Part 3
Session 54 pandas data frame and data frame test s...
Session 54 Part 1
Session 54 Part 2
Session 54 Part 3
Session 55 pandas data frame
Session 55 Part 1
Session 55 Part 2
Session 56 Data Frame Indexing Test
data frame indexing test
Pandas material
Session 56 Part 1
Session 56 Part 2
Session 56 Part 3
Session 57 pandas data frame
Session 57 Part 1
Session 57 Part 2
Session 57 Part 3
Session 58 pandas test
Session 58 Part 1
Session 58 Part 2
Session 58 Part 3
Session 59 SA pandas test solution and e-commerce...
Session 59 Part 1
Session 59 Part 2
Session 59 Part 3
Session 60 arrays of numeric values
SF Salaries Pandas Test
SF Salaries Exercise Solutions
Data Frame Indexing Test Solution
Pandas E-commerce Test
E-commerce Purchase Test solution
Session 60 Part 1
Session 60 Part 2
Session 60 Part 3
Session 61 E-commerce purchase test solve
Session 61 Part 1
Session 61 Part 2
Session 61 Part 3
Session 62 review (NumPy arrays,pandas,serries)
Session 62 Part 1
Session 62 Part 2
Session 62 Part 3
Session 63 Frozen data set
Session 63 Part 1
Session 63 Part 2
Session 63 Part 3
Session 64 multi set module
Session 64 Part 1
Session 64 Part 2
Session 64 Part 3
Session 65 python counter exercise
Python counter exercise
Session 65 Part 1
Session 65 Part 2
Session 65 Part 3
Session 66 counter exercise solve
Session 66 Part 1
Session 66 Part 2
Session 67 stack
Session 67 Part 1
Session 67 Part 2
Session 67 Part 3
Session 68 OOP project
Session 68 Part 1
Session 68 Part 2
Session 68 Part 3
Session 69 stack and queue
Session 69 Part 1
Session 69 Part 2
Session 69 Part 3
Session 70 stack test
stack test
Session 70 Part 1
Session 70 Part 2
Session 70 Part 3
Session 71 Queue
stack materials
Session 71 Part 1
Session 71 Part 2
Session 71 Part 3
Session 72 queue
Session 72 Part 1
Session 72 Part 2
Session 72 Part 3
Session 73 queue
Session 73 Part 1
Session 73 Part 2
Session 73 Part 3
Session 74 data structure project
Session 74 Part 1
Session 75 data structure project
Queue material
Session 75 Part 1
Session 75 Part 2
Session 76 stack and queue review
Session 76 Part 1
Session 76 Part 2
Session 76 Part 3
Session 77 stack and queue review
Session 77 Part 1
Session 77 Part 2
Session 77 Part 3
Session 78 project
Session 78 Part 1
Session 78 Part 2
Session 78 Part 3
Session 79 project
AI assignment and material
Session 79 Part 1
Session 79 Part 2
Session 79 Part 3
Session 80 project
Session 80 Part 1
Session 80 Part 2
Session 80 Part 3
Session 81 Tree data structure
Session 81 Part 1
Session 81 Part 2
Session 81 Part 3
Session 82 Tree data structure
trees material
trees material
Tree Test
Session 82 Part 1
Session 82 Part 2
Session 82 Part 3
Session 83 Binary search tree
binary search tree
Session 83 Part 1
Session 83 Part 2
Session 83 Part 3
Session 84 project
Session 84 Part 1
Session 84 Part 2
Session 84 Part 3
Session 85 Binary search tree
Session 85 Part 1
Session 85 Part 2
Session 85 Part 3
Session 86 Binary search tree
binary search trees (edited)
Session 86 Part 1 Group 1
Session 86 Part 1 Group 2
Session 86 Part 2 Group 1
Session 86 Part 2 Group 2
Session 86 Part 3
Session 87 TREES
BST delete operation
Session 87 Part 1
Session 87 Part 2
Session 87 Part 3
Session 88 BST Exam
BST Exam
BST Exam solution
Session 88 Part 1
Session 88 Part 2
Session 88 Part 3
Session 89 project
Session 89 Part 1 Group 1
Session 89 Part 1 Group 2
Session 89 Part 1 Group 3
Session 89 Part 2 Group 1
Session 89 Part 2 Group 2
Session 89 Part 2 Group 3
Session 89 Part 3
Session 90 project
Project Life Cycle.pptx
Session 90 Part 1
Session 90 Part 2
Session 90 Part 3
Session 91 project
Final Recommendation system Project
Session 91 Part 1 Group 1
Session 91 Part 1 Group 2
Session 91 Part 2 Group 1
Session 91 Part 2 Group 2
Session 91 Part 3
Session 92 Recommendation system Project discuss...
Session 92 Part 1
Session 92 Part 2
Session 93 Recommendation system Project discuss...
Session 93 Part 1
Session 93 Part 2
Session 93 Part 3
Session 94 LinkedList
Session 95 Recommendation system Project discussi...
Session 95 Part 1
Session 95 Part 2
Session 95 Part 3
Session 96 LinkedList
LinkedList material
Session 96 Part 1
Session 96 Part 2
Session 96 Part 3
Session 97 LinkedList task
Session 97 Part 1
Session 97 Part 2
Session 97 Part 3
Session 98 solve LinkedList task
Session 98 Part 1
Session 98 Part 2
Session 99 LinkedList
LinkedList task
Session 99 Part 1
Session 99 Part 2
Session 99 Part 3
Session 100 Algorithm
Session 100 Part 1
Session 100 Part 2
Session 100 Part 3
Session 101 Algorithm
Session 101 Part 1
Session 101 Part 2
Session 101 Part 3
Session 101 Part 4
Session 102 Algorithm
Session 102 Part 1
Session 102 Part 2
Session 102 Part 3
Session 103 searching algorithm
Session 103 Part 1
Session 103 Part 2
Session 103 Part 3
Session 104 searching algorithm task
searching Algorithm material
searching algorithm test
Session 104 Part 1
Session 104 Part 2
Session 104 Part 3
Session 105 Sorting algorithm
Session 105 Part 1
Session 105 Part 2
Session 105 Part 3
Session 106 sorting algorithm
Session 107 sorting algorithm
Session 107 Part 1
Session 107 Part 2
Session 107 Part 3
Session 108 sorting algorithm
Sorting algorithm
Session 108 Part 1
Session 108 Part 2
Session 108 Part 3
Session 109 deleting and inserting algorithm
Session 109 Part 1
Session 109 Part 2
Session 109 Part 3
inserting test
algorithm material
Session 110 communication and soft skills
Session 110 Part 1
Session 110 Part 2
Session 110 Part 3
communication skills test
Session 111 data preprocessing
Session 111 Part 1
Session 111 Part 2
Session 111 Part 3
session 112 data preprocessing
Session 112 Part 1
Session 112 Part 2
Session 112 Part 3
Session 113 communication and soft skills
final communication and soft skills test
Session 113 Part 1
Session 113 Part 2
Session 113 Part 3
session 114 data preprocessing
data preprocessing materials
Session 114 Part 1
Session 114 Part 2
Session 114 Part 3
Session 115 Time Management and productivity skill...
Session 115 Part 1
Session 115 Part 2
Session 115 Part 3
session 116 data preprocessing
Session 116 Part 1
Session 116 Part 2
session 117 data preprocessing
Session 117 Part 1
Session 117 Part 2
Session 117 Part 3
Session 118 Time Management and productivity skill...
Session 118 Part 1
Time Management and productivity skills Test
Session 118 Part 2
Session 118 Part 3
Session 119 data preprocessing
Session 119 Part 1
Session 119 Part 2
Session 119 Part 3
Session 120 Agile
Session 120 Part 1
Session 120 Part 2
Session 120 Part 3
Communication and Soft Skills Lec1
Communication and Soft Skills Lec2
Time Management Lec1
Time Management Lec2
Agile Lecture 1
data preprocessing
Session 121 Part 1
Session 121 Part 2
Session 121 Part 3
Session 121 Part 4
session 122 data preprocessing
Session 122 Part 1
german_credit task
Session 122 Part 2
Session 123 Agile
Agile Lecture 2 (Scrum)
Session 123 Part 1
Agile 1st quiz
Session 123 Part 2
Session 123 Part 3
session 124 machine learning introduction
Session 124 Part 1
Session 124 Part 2
Session 125 Agile
Session 125 Part 1
Session 125 Part 2
Session 125 Part 3
Session 125 Part 4
leadership test
Agile Lecture 3(Kanban)
session 126 Linear Regression
Session 126 Part 1
Session 126 Part 2
Session 126 Part 3
Linear Regression
Session 127 Part 1
Session 127 Part 2
Session 127 Part 3
Session 127 Part 4
Session 127 Part 5
Session 128 Agile(testing and QA)
Session 128 Part 1
Session 128 Part 2
Session 128 Part 3
Agile 2d test
Session 129 Linear Regression Project
Session 129 Part 1
Session 129 Part 2
Session 129 Part 3
Session 130 Agile
Session 130 Part 1
Session 130 Part 2
Session 130 Part 3
Session 131 Linear Regression
Agile (lean development))
Agile (Planning and estimation)
Agile Testing &Quality assurance
Session 131 Part 1
Session 131 Part 2
Session 131 Part 3
Session 132 Decision Tree Algorithm
Session 132 Part 1
Session 132 Part 2
Session 132 Part 3
Session 133 Project Management
Session 133 Part 1
Session 133 Part 2
Session 133 Part 3
Intro to Project Management
Session 134 Random Forest Algorithm
Session 134 Part 1
Session 134 Part 2
Session 134 Part 3
Session 135 project management
PMP 1ST Test
Session 135 Part 1
Session 135 Part 2
Session 135 Part 3
Session 135 Part 4
Session 136 Regression Analysis Questions
Regression Analysis Questions
Session 136 Part 1
Session 136 Part 2
Session 136 Part 3
Session 137 Support Vector Machine (SVM)
Session 137 Part 1
Session 137 Part 2
Session 137 Part 3
Session 138 Support Vector Machine (SVM)
Session 138 Part 1
Session 138 Part 2
Session 138 Part 3
Session 139 Logistic Regression
Session 139 Part 1
Session 139 Part 2
Session 139 Part 3
Session 140 PMP
Session 140 Part 1
Session 140 Part 2
Session 140 Part 3
Session 141 Overview and project
Session 141 Part 1
Session 141 Part 2 Group 1
Session 141 Part 2 Group 2
Session 141 Part 3 Group 1
Session 141 Part 3 Group 2
Session 142 PMP
Session 142 Part 1
Session 142 Part 2 Group 1
Session 142 Part 2 Group 2
Session 142 Part 3
Session 143 project
Session 143 Part 1
Session 143 Part 2 Group 1
Session 143 Part 2 Group 2
Session 143 Part 3 Group 1
Session 143 Part 3 Group 2
Session 144 Naïve Bayes Classifier Algorithm
Session 144 Part 1
Session 144 Part 2
Session 144 Part 3
Session 145 Design Thinking
pmp 2d test
Session 145 Part 1
Session 145 Part 2
Session 145 Part 3
Session 146 K-Nearest Neighbors (K-NN)
Session 146 Part 1
Session 146 Part 2
Session 146 Part 3
Session 147 Design thinking
Session 147 Part 1
Session 147 Part 2
Session 147 Part 3
Session 148 Decision Tree Classification and Rando...
Session 148 Part 1
Supervised Machine Learning project
Session 148 Part 2 Group 1
Session 198 Part 2 Group 2
Session 148 Part 3 Group 1
Session 148 Part 3 Group 2
Session 149 Unsupervised learning/K-Means Clusteri...
Session 149 Part 1
Session 149 Part 2
Session 149 Part 3
Session 150 K-Means Clustering
Session 150 Part 1
Session 150 Part 2
Session 150 Part 3
Session 151 Hierarchical Clustering
Session 151 Part 1
Session 151 Part 2
Session 151 Part 3
Session 151 Part 4
Session 152 Divisive Hierarchical /kddcup project
KDD CUP PROJECT
Session 152 Part 1
Session 152 Part 2
Session 152 Part 3
Session 153 kddcup project
Session 153 Part 1
Session 153 Part 2
Session 153 Part 3
Session 154 Data Visualization
Session 154 Part 1
Session 154 Part 2
Session 154 Part 3
Session 155 design thinking
Session 155 Part 1
Session 155 Part 2
Session 155 Part 2 Group 2
Session 156 KDD Project
Session 156 Part 1
Session 156 Part 2
Session 156 Part 3
Session 157 Data Visualization
Session 157 Part 1
Session 158 Data Visualization
Session 158 Part 1
Session 158 Part 2
Session 158 Part 3
Session 159 Design thinking
Session 159 Part 1
Session 159 Part 2
Session 159 Part 3
project planning essential
Session 160 data visualization
Session 160 Part 1
Session 160 Part 2
Session 160 Part 3
Resource Management and Scheduling
Risk Management and Quality Assurance
Project Monitoring, Reporting, and Closing
Introduction to Design Thinking
Empathize and Define Stages
design thinking 1st test
Session 161 Intro to Creative Thinking
design thinking 2d test
Creative thinking
Session 161 Part 1 creative thinking
Session 161 Part 2
Session 161 Part 3
Session 162 KDD project
Session 162 Part 1
Session 162 Part 2
Session 162 Part 3
Session 163 NLP
Session 163 Part 1
Session 163 Part 2
Session 163 Part 3
Session 164 Techniques and Applications of Creativ...
Session 164 Part 1
Session 164 Part 2
Session 164 Part 3
Session 165 KDD project
Session 165 Part 1
Session 165 Part 2
Session 165 Part 3
Session 166 project
Session 166 Part 1
Session 166 Part 2
Session 166 Part 3
Session 167 NLP
Session 167 Part 1
Session 167 Part 2
Session 167 Part 3
Session 168 project discussion
Session 168 Part 1
Session 168 Part 2
Session 169 Crafting a Professional Resume
Creative Thinking Test
Techniques and Applications of Creative Thinking
Session 169 Part 1
Session 169 Part 2
Session 169 Part 3
Session 170 project discussion
KDD CUP Project
Session 170 Part 1
Session 170 Part 2
Session 171 NLP
Session 171 Part 1
Session 171 Part 2
Session 171 Part 3
Session 172 Tailoring Your Resume for Specific Job...
CV Review
Session 172 Part 1
Session 172 Part 2
Session 172 Part 3
Session 173 NLP
NLP Test
Session 173 Part 1
Session 173 Part 2
Session 173 Part 3
Session 174 crafting a professional resume
Crafting a Professional Resume
Session 174 Part 1
Session 174 Part 2
Session 174 Part 3
Session 175 NLP
Session 175 Part 1
Session 175 Part 2
Session 175 Part 3
Session 176 NLP
Session 176 Part 1
Session 176 Part 2
Session 176 Part 3
Session 177 crafting an effective cover letter
Resume And Cover Letter Test
Creating an Effective Cover Letter
Session 177 Part 1
Session 177 Part 2
Session 177 Part 3
Session 178 Basic German for Tech Professionals
Basic German for Tech Professionals 1
Session 178 Part 1
Session 178 Part 2
Session 179 NLP project
Session 179 Part 1
Session 179 Part 2
Session 179 Part 3
Session 180 Basic German for Tech Professionals
Session 180 Part 1
Session 180 Part 2
Session 181 NLP project
Basic German for Tech Professionals 2
Session 181 Part 1
Session 181 Part 2
Session 181 Part 3
Session 182 NLP project
Session 182 Part 1
Session 182 Part 2
Session 182 Part 3
Session 183 Basic German for Tech Professionals 3
Session 183 Part 1
Session 183 Part 2
Session 183 Part 3
Session 184 association rule
Basic German for Tech Professionals 3
Session 184 Part 1
Session 184 Part 2
Session 184 Part 3
Session 185 Intermediate German for tech professio...
Session 185 Part 1
Session 185 Part 2
Intermediate German for tech professionals 1
NLP Assignment
Session 185 Part 4
Session 186 association rule
Session 186 Part 1
Session 186 Part 2
Session 187 Intermediate German for tech professi...
Session 187 Part 1
Session 187 Part 2
Session 187 Part 3
Intermediate German for tech professionals 2
Session 188
Session 188 Part 1
Session 188 Part 2
Session 188 Part 3
Session 189 Association Rule Project
Session 189 Part 1
Session 189 Part 2
Intermediate German for tech professionals 3
Session 190 Intermediate German for tech professio...
Session 190 Part 1
Session 190 Part 2
Session 190 Part 3
Session 191 ANN
association rule project
Session 191 Part 1
Session 191 Part 2
Session 191 Part 3
Session 192 ANN
Session 192 Part 1
Session 193 ANN
Session 193 Part 1
Session 193 Part 2
Session 193 Part 3
Session 194 German for job application and cv writ...
Session 194 Part 1
Session 194 Part 2
Session 194 Part 3
Session 195 ANN
Session 195 Part 1
Session 196 German for job application and cv writ...
Ideate Stage
Session 196 Part 1
Session 196 Part 2
Session 197 ANN
German for job application and cv writing 2
German for job application and cv writing 1
Session 197 Part 1
Session 197 Part 2
Session 197 Part 3
Session 198 Real time voice cloning
Session 198 Part 1
Session 198 Part 2
Session 199 convolutional Neural Networks (CNNs)
Real Time Voice Cloning
Session 199 Part 1
Session 199 Part 2
Session 199 Part 3
Course info
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Course info
AI (KI) Development, KI Manager Weiterbildung V.2
Content
Session 1 Introduction
Session 1 Part 2
Session 2 variables
Session 2 Part 1
Session 2 Part 2
Session 2 Part 3
Session 3 list and tuple
Session 3 Part 1
Session 3 Part 2
Session 3 Part 3
Session 4 list and tuple
Session 4 Part 1
Session 4 Part 2
Session 4 Part 3
Session 5 Dictionary
Session 5 Part 1
Session 5 Part 2
Session 5 Part 3
Session 6 dictionary
Session 6 Part 1
Session 6 Part 2
Session 6 Part 3
Session 7 functions
Session 7 Part 1
Session 7 Part 2
Session 7 Part 3
Session 8 string method
Session 8 Part 1
Session 8 Part 2
Session 8 Part 3
Session 9 string method
string method assigment
Session 9 Part 1
Session 9 Part 2
Session 9 Part 3
Session 10 string method assignment
Session 10 Part 1
Session 10 Part 2
Session 10 Part 3
Session 11 if statment
Session 11 Part 1
Session 11 Part 2
Session 12 if statement
Session 12 Part 1
Session 12 Part 2
Session 13 for loop
Session 13 Part 1
Session 13 Part 2
Session 13 Part 3
Session 14 for loop
Session 14 Part 1
Session 14 Part 2
Session 14 Part 3
Session 15 assignment
first assignment
Session 15 Part 1
Session 15 Part 2
Session 16 for loop and do while
Session 16 Part 1
Session 16 Part 2
Session 16 Part 3
Session 17 do while
Session 17 Part 1
Session 17 Part 2
Session 17 Part 3
Session 18 while .break and continue
Session 18 Part 1
Session 18 Part 2
Session 18 Part 3
Session 19 date and time
Session 19 Part 1
Session 19 Part 2
Session 19 Part 3
Session 20 revietion
Session 20 Part 1
Session 20 Part 2
Session 20 Part 3
Session 21 test
Test #1
Session 21 Part 1
Session 21 Part 2
Session 21 Part 3
Session 22 practice primary, factorial and perfect number
Session 22 Part 1
Session 22 Part 2
Session 22 Part 3
Session 23 solve test
Session 23 Part 1
Session 23 Part 2
Session 24 test
Session 24 Part 1
Session 24 Part 2
Session 25 exception handling math
Test #1 solution
Session 25 Part 1
Session 25 Part 2
Session 25 Part 3
Session 26 exception handling math
Session 26 Part 1
Session 26 Part 2
Session 26 Part 3
Session 27 open file
Session 27 Part 1
Session 27 Part 2
Session 27 Part 3
Session 28 Test
Session 28 Part 1
Session 28 Part 2
Session 29 Test solution
Session 29 Part 1
Session 29 Part 2
Session 29 Part 3
Session 30 Functions
Session 30 Part 1
Session 30 Part 2
Session 31 Function Test
Function Test
Session 31 Part 1
Session 31 Part 2
Session 32 Class
Session 32 Part 1
Session 32 Part 2
Session 32 Part 3
Session 33 Class
Session 33 Part 1
Session 33 Part 2
Session 33 Part 3
Session 34 Class test
Session 34 Part 1
Session 34 Part 2
Session 34 Part 3
Session 35 class
Session 35 Part 1
Session 35 Part 2
Session 36 class
Session 36 Part 1
Session 36 Part 2
Session 36 Part 3
Session 37 Inheritance
Session 37 Part 1
Session 37 Part 2
Session 37 Part 3
Session 38 End of classes and objects
Session 38 Part 1
Session 38 Part 2
Session 38 Part 3
Session 39 revision and test
Inheritance type exercise
OOP Revision Test
Session 39 Part 1
Session 39 Part 2
Session 39 Part 3
Session 40 test solution and intro to jupyter
Session 40 Part 1
Session 40 Part 2
Session 40 Part 3
Session 41 Jupyter
Session 41 Part 1
Session 41 Part 2
Session 41 Part 3
Session 42 NumPy array
Session 42 Part 1
Session 42 Part 2
Session 42 Part 3
Session 43 NumPy array
Session 43 Part 1
Session 43 Part 2
Session 43 Part 3
Session 44 NumPy array
Session 44 Part 1
Session 44 Part 2
Session 45 NumPy array
NumPy array exercise
How to make proffesional documentaion and presentaion.docx
NumPy Array
NumPy operations
NumPy indexing and selection
contents of documentation
Session 45 Part 1
Session 45 Part 2
Session 46 NumPy array
Session 46 Part 1
Session 46 Part 2
Session 47 project
NumPy array solutions
Session 47 Part 1
Session 47 Part 2
Session 47 Part 3
Session 48 project discussing
Session 48 Part 1
Session 48 Part 2
Session 48 Part 3
Session 49 Pandas series
Session 49 Part 1
Session 49 Part 2
Session 49 Part 3
pandas series test
Session 50 project discussing
Session 50 Part 1
Session 50 Part 2
Session 50 Part 3
Session 51 pandas data frame
Session 51 Part 1
Session 51 Part 2
Session 51 Part 3
Session 52 data frame exercises
Data frame exercise
Session 52 Part 1
Session 52 Part 2
Session 52 Part 3
Session 53 sereis test solution and multiply array
Session 53 Part 1
Session 53 Part 2
Session 53 Part 3
Session 54 pandas data frame and data frame test solution
Session 54 Part 1
Session 54 Part 2
Session 54 Part 3
Session 55 pandas data frame
Session 55 Part 1
Session 55 Part 2
Session 56 Data Frame Indexing Test
data frame indexing test
Pandas material
Session 56 Part 1
Session 56 Part 2
Session 56 Part 3
Session 57 pandas data frame
Session 57 Part 1
Session 57 Part 2
sample
Session 57 Part 3
Session 58 pandas test
Session 58 Part 1
Session 58 Part 2
Session 58 Part 3
Session 59 SA pandas test solution and e-commerce test
Session 59 Part 1
Session 59 Part 2
Session 59 Part 3
Session 60 arrays of numeric values
SF Salaries Pandas Test
SF Salaries Exercise Solutions
Data Frame Indexing Test Solution
Pandas E-commerce Test
E-commerce Purchase Test solution
Session 60 Part 1
Session 60 Part 2
Session 60 Part 3
Session 61 E-commerce purchase test solve
Session 61 Part 1
Session 61 Part 2
Session 61 Part 3
Session 62 review (NumPy arrays,pandas,serries)
Session 62 Part 1
Session 62 Part 2
Session 62 Part 3
Session 63 Frozen data set
Session 63 Part 1
Session 63 Part 2
Session 63 Part 3
Session 64 multi set module
Session 64 Part 1
Session 64 Part 2
Session 64 Part 3
Session 65 python counter exercise
Python counter exercise
Session 65 Part 1
Session 65 Part 2
Session 65 Part 3
Session 66 counter exercise solve
Session 66 Part 1
Session 66 Part 2
Session 67 stack
Session 67 Part 1
Session 67 Part 2
Session 67 Part 3
Session 68 OOP project
Session 68 Part 1
Session 68 Part 2
Session 68 Part 3
Session 69 stack and queue
Session 69 Part 1
Session 69 Part 2
Session 69 Part 3
Session 70 stack test
stack test
Session 70 Part 1
Session 70 Part 2
Session 70 Part 3
Session 71 Queue
stack materials
Session 71 Part 1
Session 71 Part 2
Session 71 Part 3
Session 72 queue
Session 72 Part 1
Session 72 Part 2
Session 72 Part 3
Session 73 queue
Session 73 Part 1
Session 73 Part 2
Session 73 Part 3
Session 74 data structure project
Session 74 Part 1
Session 75 data structure project
Queue material
Session 75 Part 1
Session 75 Part 2
Session 76 stack and queue review
Session 76 Part 1
Session 76 Part 2
Session 76 Part 3
Session 77 stack and queue review
Session 77 Part 1
Session 77 Part 2
Session 77 Part 3
Session 78 project
Session 78 Part 1
Session 78 Part 2
Session 78 Part 3
Session 79 project
AI assignment and material
Session 79 Part 1
Session 79 Part 2
Session 79 Part 3
Session 80 project
Session 80 Part 1
Session 80 Part 2
Session 80 Part 3
Session 81 Tree data structure
Session 81 Part 1
Session 81 Part 2
Session 81 Part 3
Session 82 Tree data structure
trees material
trees material
Tree Test
Session 82 Part 1
Session 82 Part 2
Session 82 Part 3
Session 83 Binary search tree
binary search tree
Session 83 Part 1
Session 83 Part 2
Session 83 Part 3
Session 84 project
Session 84 Part 1
Session 84 Part 2
Session 84 Part 3
Session 85 Binary search tree
Session 85 Part 1
Session 85 Part 2
Session 85 Part 3
Session 86 Binary search tree
binary search trees (edited)
Session 86 Part 1 Group 1
Session 86 Part 1 Group 2
Session 86 Part 2 Group 1
Session 86 Part 2 Group 2
Session 86 Part 3
Session 87 TREES
BST delete operation
Session 87 Part 1
Session 87 Part 2
Session 87 Part 3
Session 88 BST Exam
BST Exam
BST Exam solution
Session 88 Part 1
Session 88 Part 2
Session 88 Part 3
Session 89 project
Session 89 Part 1 Group 1
Session 89 Part 1 Group 2
Session 89 Part 1 Group 3
Session 89 Part 2 Group 1
Session 89 Part 2 Group 2
Session 89 Part 2 Group 3
Session 89 Part 3
Session 90 project
Project Life Cycle.pptx
Session 90 Part 1
Session 90 Part 2
Session 90 Part 3
Session 91 project
Final Recommendation system Project
Session 91 Part 1 Group 1
Session 91 Part 1 Group 2
Session 91 Part 2 Group 1
Session 91 Part 2 Group 2
Session 91 Part 3
Session 92 Recommendation system Project discussion
Session 92 Part 1
Session 92 Part 2
Session 93 Recommendation system Project discussion
Session 93 Part 1
Session 93 Part 2
Session 93 Part 3
Session 94 LinkedList
Session 95 Recommendation system Project discussion
Session 95 Part 1
Session 95 Part 2
Session 95 Part 3
Session 96 LinkedList
LinkedList material
Session 96 Part 1
Session 96 Part 2
Session 96 Part 3
Session 97 LinkedList task
Session 97 Part 1
Session 97 Part 2
Session 97 Part 3
Session 98 solve LinkedList task
Session 98 Part 1
Session 98 Part 2
Session 99 LinkedList
LinkedList task
Session 99 Part 1
Session 99 Part 2
Session 99 Part 3
Session 100 Algorithm
Session 100 Part 1
Session 100 Part 2
Session 100 Part 3
Session 101 Algorithm
Session 101 Part 1
Session 101 Part 2
Session 101 Part 3
Session 101 Part 4
Session 102 Algorithm
Session 102 Part 1
Session 102 Part 2
Session 102 Part 3
Session 103 searching algorithm
Session 103 Part 1
Session 103 Part 2
Session 103 Part 3
Session 104 searching algorithm task
searching Algorithm material
searching algorithm test
Session 104 Part 1
Session 104 Part 2
Session 104 Part 3
Session 105 Sorting algorithm
Session 105 Part 1
Session 105 Part 2
Session 105 Part 3
Session 106 sorting algorithm
Session 107 sorting algorithm
Session 107 Part 1
Session 107 Part 2
Session 107 Part 3
Session 108 sorting algorithm
Sorting algorithm
Session 108 Part 1
Session 108 Part 2
Session 108 Part 3
Session 109 deleting and inserting algorithm
Session 109 Part 1
Session 109 Part 2
Session 109 Part 3
inserting test
algorithm material
Session 110 communication and soft skills
Session 110 Part 1
Session 110 Part 2
Session 110 Part 3
communication skills test
Session 111 data preprocessing
Session 111 Part 1
Session 111 Part 2
Session 111 Part 3
session 112 data preprocessing
Session 112 Part 1
Session 112 Part 2
Session 112 Part 3
Session 113 communication and soft skills
final communication and soft skills test
Session 113 Part 1
Session 113 Part 2
Session 113 Part 3
session 114 data preprocessing
data preprocessing materials
Session 114 Part 1
Session 114 Part 2
Session 114 Part 3
Session 115 Time Management and productivity skills
Session 115 Part 1
Session 115 Part 2
Session 115 Part 3
session 116 data preprocessing
Session 116 Part 1
Session 116 Part 2
session 117 data preprocessing
Session 117 Part 1
Session 117 Part 2
Session 117 Part 3
Session 118 Time Management and productivity skills
Session 118 Part 1
Time Management and productivity skills Test
Session 118 Part 2
Session 118 Part 3
Session 119 data preprocessing
Session 119 Part 1
Session 119 Part 2
Session 119 Part 3
Session 120 Agile
Session 120 Part 1
Session 120 Part 2
Session 120 Part 3
Communication and Soft Skills Lec1
Communication and Soft Skills Lec2
Time Management Lec1
Time Management Lec2
Agile Lecture 1
data preprocessing
Session 121 Part 1
Session 121 Part 2
Session 121 Part 3
Session 121 Part 4
session 122 data preprocessing
Session 122 Part 1
german_credit task
Session 122 Part 2
Session 123 Agile
Agile Lecture 2 (Scrum)
Session 123 Part 1
Agile 1st quiz
Session 123 Part 2
Session 123 Part 3
session 124 machine learning introduction
Session 124 Part 1
Session 124 Part 2
Session 125 Agile
Session 125 Part 1
Session 125 Part 2
Session 125 Part 3
Session 125 Part 4
leadership test
Agile Lecture 3(Kanban)
session 126 Linear Regression
Session 126 Part 1
Session 126 Part 2
Session 126 Part 3
Linear Regression
Session 127 Part 1
Session 127 Part 2
Session 127 Part 3
Session 127 Part 4
Session 127 Part 5
Session 128 Agile(testing and QA)
Session 128 Part 1
Session 128 Part 2
Session 128 Part 3
Agile 2d test
Session 129 Linear Regression Project
Session 129 Part 1
Session 129 Part 2
Session 129 Part 3
Session 130 Agile
Session 130 Part 1
Session 130 Part 2
Session 130 Part 3
Session 131 Linear Regression
Agile (lean development))
Agile (Planning and estimation)
Agile Testing &Quality assurance
Session 131 Part 1
Session 131 Part 2
Session 131 Part 3
Session 132 Decision Tree Algorithm
Session 132 Part 1
Session 132 Part 2
Session 132 Part 3
Session 133 Project Management
Session 133 Part 1
Session 133 Part 2
Session 133 Part 3
Intro to Project Management
Session 134 Random Forest Algorithm
Session 134 Part 1
Session 134 Part 2
Session 134 Part 3
Session 135 project management
PMP 1ST Test
Session 135 Part 1
Session 135 Part 2
Session 135 Part 3
Session 135 Part 4
Session 136 Regression Analysis Questions
Regression Analysis Questions
Session 136 Part 1
Session 136 Part 2
Session 136 Part 3
Session 137 Support Vector Machine (SVM)
Session 137 Part 1
Session 137 Part 2
Session 137 Part 3
Session 138 Support Vector Machine (SVM)
Session 138 Part 1
Session 138 Part 2
Session 138 Part 3
Session 139 Logistic Regression
Session 139 Part 1
Session 139 Part 2
Session 139 Part 3
Session 140 PMP
Session 140 Part 1
Session 140 Part 2
Session 140 Part 3
Session 141 Overview and project
Session 141 Part 1
Session 141 Part 2 Group 1
Session 141 Part 2 Group 2
Session 141 Part 3 Group 1
Session 141 Part 3 Group 2
Session 142 PMP
Session 142 Part 1
Session 142 Part 2 Group 1
Session 142 Part 2 Group 2
Session 142 Part 3
Session 143 project
Session 143 Part 1
Session 143 Part 2 Group 1
Session 143 Part 2 Group 2
Session 143 Part 3 Group 1
Session 143 Part 3 Group 2
Session 144 Naïve Bayes Classifier Algorithm
Session 144 Part 1
Session 144 Part 2
Session 144 Part 3
Session 145 Design Thinking
pmp 2d test
Session 145 Part 1
Session 145 Part 2
Session 145 Part 3
Session 146 K-Nearest Neighbors (K-NN)
Session 146 Part 1
Session 146 Part 2
Session 146 Part 3
Session 147 Design thinking
Session 147 Part 1
Session 147 Part 2
Session 147 Part 3
Session 148 Decision Tree Classification and Random Forest Classification
Session 148 Part 1
Supervised Machine Learning project
Session 148 Part 2 Group 1
Session 198 Part 2 Group 2
Session 148 Part 3 Group 1
Session 148 Part 3 Group 2
Session 149 Unsupervised learning/K-Means Clustering
Session 149 Part 1
Session 149 Part 2
Session 149 Part 3
Session 150 K-Means Clustering
Session 150 Part 1
Session 150 Part 2
Session 150 Part 3
Session 151 Hierarchical Clustering
Session 151 Part 1
Session 151 Part 2
Session 151 Part 3
Session 151 Part 4
Session 152 Divisive Hierarchical /kddcup project
KDD CUP PROJECT
Session 152 Part 1
Session 152 Part 2
Session 152 Part 3
Session 153 kddcup project
Session 153 Part 1
Session 153 Part 2
Session 153 Part 3
Session 154 Data Visualization
Session 154 Part 1
Session 154 Part 2
Session 154 Part 3
Session 155 design thinking
Session 155 Part 1
Session 155 Part 2
Session 155 Part 2 Group 2
Session 156 KDD Project
Session 156 Part 1
Session 156 Part 2
Session 156 Part 3
Session 157 Data Visualization
Session 157 Part 1
Session 158 Data Visualization
Session 158 Part 1
Session 158 Part 2
Session 158 Part 3
Session 159 Design thinking
Session 159 Part 1
Session 159 Part 2
Session 159 Part 3
project planning essential
Session 160 data visualization
Session 160 Part 1
Session 160 Part 2
Session 160 Part 3
Resource Management and Scheduling
Risk Management and Quality Assurance
Project Monitoring, Reporting, and Closing
Introduction to Design Thinking
Empathize and Define Stages
design thinking 1st test
Session 161 Intro to Creative Thinking
design thinking 2d test
Creative thinking
Session 161 Part 1 creative thinking
Session 161 Part 2
Session 161 Part 3
Session 162 KDD project
Session 162 Part 1
Session 162 Part 2
Session 162 Part 3
Session 163 NLP
Session 163 Part 1
Session 163 Part 2
Session 163 Part 3
Session 164 Techniques and Applications of Creative Thinking
Session 164 Part 1
Session 164 Part 2
Session 164 Part 3
Session 165 KDD project
Session 165 Part 1
Session 165 Part 2
Session 165 Part 3
Session 166 project
Session 166 Part 1
Session 166 Part 2
Session 166 Part 3
Session 167 NLP
Session 167 Part 1
Session 167 Part 2
Session 167 Part 3
Session 168 project discussion
Session 168 Part 1
Session 168 Part 2
Session 169 Crafting a Professional Resume
Creative Thinking Test
Techniques and Applications of Creative Thinking
Session 169 Part 1
Session 169 Part 2
Session 169 Part 3
Session 170 project discussion
KDD CUP Project
Session 170 Part 1
Session 170 Part 2
Session 171 NLP
Session 171 Part 1
Session 171 Part 2
Session 171 Part 3
Session 172 Tailoring Your Resume for Specific Jobs
CV Review
Session 172 Part 1
Session 172 Part 2
Session 172 Part 3
Session 173 NLP
NLP Test
Session 173 Part 1
Session 173 Part 2
Session 173 Part 3
Session 174 crafting a professional resume
Crafting a Professional Resume
Session 174 Part 1
Session 174 Part 2
Session 174 Part 3
Session 175 NLP
Session 175 Part 1
Session 175 Part 2
Session 175 Part 3
Session 176 NLP
Session 176 Part 1
Session 176 Part 2
Session 176 Part 3
Session 177 crafting an effective cover letter
Resume And Cover Letter Test
Creating an Effective Cover Letter
Session 177 Part 1
Session 177 Part 2
Session 177 Part 3
Session 178 Basic German for Tech Professionals
Basic German for Tech Professionals 1
Session 178 Part 1
Session 178 Part 2
Session 179 NLP project
Session 179 Part 1
Session 179 Part 2
Session 179 Part 3
Session 180 Basic German for Tech Professionals
Session 180 Part 1
Session 180 Part 2
Session 181 NLP project
Basic German for Tech Professionals 2
Session 181 Part 1
Session 181 Part 2
Session 181 Part 3
Session 182 NLP project
Session 182 Part 1
Session 182 Part 2
Session 182 Part 3
Session 183 Basic German for Tech Professionals 3
Session 183 Part 1
Session 183 Part 2
Session 183 Part 3
Session 184 association rule
Basic German for Tech Professionals 3
Session 184 Part 1
Session 184 Part 2
Session 184 Part 3
Session 185 Intermediate German for tech professionals
Session 185 Part 1
Session 185 Part 2
Intermediate German for tech professionals 1
NLP Assignment
Session 185 Part 4
Session 186 association rule
Session 186 Part 1
Session 186 Part 2
Session 187 Intermediate German for tech professionals
Session 187 Part 1
Session 187 Part 2
Session 187 Part 3
Intermediate German for tech professionals 2
Session 188
Session 188 Part 1
Session 188 Part 2
Session 188 Part 3
Session 189 Association Rule Project
Session 189 Part 1
Session 189 Part 2
Intermediate German for tech professionals 3
Session 190 Intermediate German for tech professionals
Session 190 Part 1
Session 190 Part 2
Session 190 Part 3
Session 191 ANN
association rule project
Session 191 Part 1
Session 191 Part 2
Session 191 Part 3
Session 192 ANN
Session 192 Part 1
Session 193 ANN
Session 193 Part 1
Session 193 Part 2
Session 193 Part 3
Session 194 German for job application and cv writing
Session 194 Part 1
Session 194 Part 2
Session 194 Part 3
Session 195 ANN
Session 195 Part 1
Session 196 German for job application and cv writing 2
Ideate Stage
Session 196 Part 1
Session 196 Part 2
Session 197 ANN
German for job application and cv writing 2
German for job application and cv writing 1
Session 197 Part 1
Session 197 Part 2
Session 197 Part 3
Session 198 Real time voice cloning
Session 198 Part 1
Session 198 Part 2
Session 199 convolutional Neural Networks (CNNs)
Real Time Voice Cloning
Session 199 Part 1
Session 199 Part 2
Session 199 Part 3
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