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Course content
Sections:
23
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Resources:
194
- 001 What is Artificial Intelligence QgRS gitir
- 002 Artificial Narrow Intelligence ANI Gqhz gitir
- 003 Artificial General Intelligence AGI 0XmJ gitir
- 004 Artificial Super Intelligence ASI 30lL gitir
- 005 Subsets of Artificial Intelligence Machine Learning jIPm gitir
- 006 Subsets of Artificial Intelligence Deep Learning PfXw gitir
- 007 Machine Learning vs Deep Learning 4oNv gitir
- 008 Machine Learning Study with a Real Example Lesson 1 9vGy gitir
- 009 Machine Learning Study with a Real Example Lesson 2 kIul gitir
- 010 Large Language Models LLM x2JA gitir
- 011 Natural Language Processing NLP is2B gitir
- 012 A Warning Before Switching to ChatGPT d8Pl gitir
- 013 Revolutionary of the Era OpenAI myu9 gitir
- 014 The Revolution of the Age Creating a ChatGPT Account 3foH gitir
- 015 Let s Get to Know the ChatGPT Interface w8s6 gitir
- 016 ChatGPT Differences Between Versions YSRc gitir
- 017 Differences in the ChatGPT 4 Interface itDt gitir
- 018 ChatGPT s Endpoints 2zNe gitir
- 019 ChatGPT s Secret to More Accurate Answers Prompt mYbU gitir
- 020 Prompt Engineering Power Lesson 1 lnwO gitir
- 021 Prompt Engineering Power Lesson 2 s1yC gitir
- 022 Prompt Engineering Power Lesson 3 D4aU gitir
- 023 Prompt Engineering Power Lesson 4 yoJR gitir
- 024 Summary of Prompt Engineering Fundamentals zd8q gitir
- 025 Prompt Engineering Sample Prompts 7FQS gitir
- 026 Best Questions in Prompt Engineering Lesson 1 y3yU gitir
- 027 Best Questions in Prompt Engineering Lesson 2 zmW7 gitir
- 028 Best Questions in Prompt Engineering Lesson 3 SY2F gitir
- 029 Best Questions in Prompt Engineering Lesson 4 GGag gitir
- 030 Best Questions in Prompt Engineering Lesson 5 xa3b gitir
- 031 Summary of the Best Questions in Prompt Engineering pW0P gitir
- 032 Reinforcing the topic through a scenario 293A gitir
- 033 Drawing a Roadmap to the Prompt aoyW gitir
- 034 Directed Writing Request T9JO gitir
- 035 Clear Explanation Method pvU4 gitir
- 036 Example Based Learning 2C4H gitir
- 037 RGC Role Goals Context lQq0 gitir
- 043 Prompt Updates Lesson 4 VmcN gitir
- 038 Constrained Responses ISAB gitir
- 039 Adding Visual Appeal 2njj gitir
- 040 Prompt Updates Lesson 1 9bCL gitir
- 041 Prompt Updates Lesson 2 Ehv8 gitir
- 042 Prompt Updates Lesson 3 sQhB gitir
- 044 ChatGPT Google Extension wLv8 gitir
- 045 Email Writing Emrh gitir
- 046 Summarizing YouTube Videos Zu0Q gitir
- 047 Talk to ChatGPT I3QZ gitir
- 048 Quick Access to ChatGPT Vv1j gitir
- 049 Dive Into Websites UUCP gitir
- 050 Get Prompt Assistance aAPu gitir
- 051 Using the ChatGPT API CI8y gitir
- 052 File Reading sfOH gitir
- 053 Visual Reading evrQ gitir
- 054 Visual Generation DALL E Introduction HQDd gitir
- 055 Enhancing Images with DALL E Vth4 gitir
- 056 Improving Visuals Through Ready Made Prompts DXpj gitir
- 057 Combining Images WBqH gitir
- 058 A Helper Site for Visual Prompts Xu6Z gitir
- 059 GPTs carX gitir
- 060 Create Your Own GPT 96I8 gitir
- 061 Useful GPTs Lesson 1 T5OE gitir
- 062 Useful GPTs Lesson 2 tO3Q gitir
- 063 Useful GPTs Lesson 3 mewZ gitir
- 064 Big News Introducing ChatGPT 4o TXvN gitir
- 065 How to Use ChatGPT 4o qj8g gitir
- 066 Chronological Development of ChatGPT K41n gitir
- 067 What Are the Capabilities of ChatGPT 4o X4I9 gitir
- 068 As an App ChatGPT zVi8 gitir
- 069 Voice Communication with ChatGPT 4o 3irT gitir
- 070 Instant Translation in 50 Languages Waxc gitir
- 071 Interview Preparation with ChatGPT 4o QvNK gitir
- 072 Visual Commentary with ChatGPT 4o Lesson 1 7z82 gitir
- 073 Visual Commentary with ChatGPT 4o Lesson 2 Wlh3 gitir
- 078 ChatGPT for Generative AI Introduction sJl7 gitir
- 079 Accessing the Dataset bdQF gitir
- 080 First Task Field Knowledge ImJ0 gitir
- 081 Continuing with Field Knowledge CJAJ gitir
- 082 Loading the Dataset and Understanding Variables 5udn gitir
- 083 Delving into the Details of Variables kYpI gitir
- 084 Let s Perform the First Analysis AemI gitir
- 085 Updating Variable Names WnKZ gitir
- 086 Examining Missing Values wvo3 gitir
- 087 Examining Unique Values VP1g gitir
- 088 Examining Statistics of Variables Lesson 1 qT1R gitir
- 089 Examining Statistics of Variables Lesson 2 6DZm gitir
- 090 Examining Statistics of Variables Lesson 3 eZC7 gitir
- 091 Exploratory Data Analysis EDA nHzz gitir
- 092 Categorical Variables Analysis with Pie Chart Lesson 1 TUvR gitir
- 093 Categorical Variables Analysis with Pie Chart Lesson 2 Xe5F gitir
- 094 Categorical Variables Analysis with Pie Chart Lesson 3 6GNb gitir
- 095 Categorical Variables Analysis with Pie Chart Lesson 4 1ihR gitir
- 096 Categorical Variables Analysis with Pie Chart Lesson 5 iIfM gitir
- 097 Importance of Bivariate Analysis in Data Science FbGg gitir
- 098 Numerical Variables vs Target Variable Lesson 1 msR8 gitir
- 099 Numerical Variables vs Target Variable Lesson 2 bBzF gitir
- 100 Numerical Variables vs Target Variable Lesson 3 rS2l gitir
- 101 Numerical Variables vs Target Variable Lesson 4 naEo gitir
- 102 Categoric Variables vs Target Variable Lesson 1 4FA8 gitir
- 103 Categoric Variables vs Target Variable Lesson 2 F1CW gitir
- 104 Categoric Variables vs Target Variable Lesson 3 c5Gd gitir
- 105 Categoric Variables vs Target Variable Lesson 4 OfGX gitir
- 106 Categoric Variables vs Target Variable Lesson 5 WK5G gitir
- 107 Correlation Between Numerical and Categorical Variables and the Target Variable fWjI gitir
- 108 Correlation Between Numerical and Categorical Variables and the Target Variable pi4I gitir
- 109 Examining Numeric Variables Among Themselves Lesson 1 EEzd gitir
- 110 Examining Numeric Variables Among Themselves Lesson 2 1TDP gitir
- 111 Numerical Variables Categorical Variables Lesson 1 JTfp gitir
- 112 Numerical Variables Categorical Variables Lesson 2 Z1zi gitir
- 113 Numerical Variables Categorical Variables Lesson 3 19Ft gitir
- 114 Numerical Variables Categorical Variables Lesson 4 Ycr0 gitir
- 115 Numerical Variables Categorical Variables Lesson 5 ZDG3 gitir
- 116 Numerical Variables Categorical Variables with Swarm Plot Lesson 1 8zuF gitir
- 117 Numerical Variables Categorical Variables with Swarm Plot Lesson 2 cR3T gitir
- 118 Numerical Variables Categorical Variables with Swarm Plot Lesson 3 QO23 gitir
- 119 Numerical Variables Categorical Variables with Swarm Plot Lesson 4 nfZq gitir
- 120 Numerical Variables Categorical Variables with Swarm Plot Lesson 5 1Qgq gitir
- 121 Numerical Variables Categorical Variables with Swarm Plot Lesson 6 27MM gitir
- 122 Relationships between variables Analysis with Heatmap Lesson 1 F6Xz gitir
- 123 Relationships between variables Analysis with Heatmap Lesson 2 uVz0 gitir
- 144 Separating Data into Test and Training Set 4SEx gitir
- 124 Preparation for Modeling p0qE gitir
- 125 Dropping Columns with Low Correlation 2l4N gitir
- 126 Struggling Outliers pzbD gitir
- 127 Visualizing Outliers Lesson 1 qM3v gitir
- 128 Visualizing Outliers Lesson 2 qDRY gitir
- 129 Visualizing Outliers Lesson 3 fSBn gitir
- 130 Dealing with Outliers Lesson 1 UXGU gitir
- 131 Dealing with Outliers Lesson 2 udsP gitir
- 132 Dealing with Outliers Lesson 3 uTrY gitir
- 133 Dealing with Outliers Lesson 4 zyQ6 gitir
- 134 Dealing with Outliers Lesson 5 tGg2 gitir
- 135 Determining Distributions owEy gitir
- 136 Determining Distributions of Numeric Variables Lesson 1 3oXm gitir
- 137 Determining Distributions of Numeric Variables Lesson 2 9K1J gitir
- 138 Determining Distributions of Numeric Variables Lesson 3 AnSU gitir
- 139 Determining Distributions of Numeric Variables Lesson 4 2Sj6 gitir
- 140 Determining Distributions of Numeric Variables Lesson 5 AmpN gitir
- 141 Applying One Hot Encoding Method to Categorical Variables Lesson Uozh gitir
- 142 Applying One Hot Encoding Method to Categorical Variables Lesson 2 LXhX gitir
- 143 Feature Scaling with the RobustScaler Method for Machine Learning Algorithms 8QnE gitir
- 145 Logistic Regression Algorithm Lesson 1 JCYE gitir
- 146 Logistic Regression Algorithm Lesson 2 DgdH gitir
- 147 Cross Validation f4qE gitir
- 148 ROC Curve and Area Under Curve AUC Lesson 1 bwt0 gitir
- 149 ROC Curve and Area Under Curve AUC Lesson 2 DzZJ gitir
- 150 Hyperparameter Optimization with GridSearchCV lDAt gitir
- 151 Hyperparameter Tuning for Logistic Regression Model EASk gitir
- 152 Decision Tree Algorithm Lesson 1 vJrS gitir
- 153 Decision Tree Algorithm Lesson 2 DtN0 gitir
- 154 Support Vector Machine Algorithm Lesson 1 8nEh gitir
- 155 Support Vector Machine Algorithm Lesson 2 ASOW gitir
- 156 Random Forest Algorithm Lesson 1 q7af gitir
- 157 Random Forest Algorithm Lesson 2 l7IR gitir
- 158 Random Forest Algorithm Lesson 3 kWSN gitir
- 159 Random Forest Algorithm Lesson 4 cuIO gitir
- 160 Project Conclusion ycKv gitir
- 161 Suggestions and Closing 4Uv4 gitir
- 162 Installing Anaconda Distribution for Windows Vo5r gitir
- 163 Installing Anaconda Distribution for MacOs v0MJ gitir
- 164 Installing Anaconda Distribution for Linux aCWb gitir
- 165 Reviewing The Jupyter Notebook 7YcC gitir
- 166 Reviewing The Jupyter Lab vRX1 gitir
- 167 Getting to know the dataset using ChatGPT gHd3 gitir
- 168 Getting started with Exploratory Data Analysis EDA JzGh gitir
- 169 Perform Univariate Analysis using ChatGPT Lesson 1 45lc gitir
- 170 Perform Univariate Analysis using ChatGPT Lesson 2 AOX9 gitir
- 171 Perform Bivariate Analysis using ChatGPT OpKC gitir
- 172 Perform Multivariate Analysis using ChatGPT s6Vk gitir
- 173 Perform Correlation Analysis using ChatGPT t1jr gitir
- 174 Prepare data for machine learning model using ChatGPT Lesson 1 MAdy gitir
- 175 Prepare data for machine learning model using ChatGPT Lesson 2 7ymR gitir
- 176 Create a machine learning model using the Linear Regression algorithm s9Uf gitir
- 177 Develop machine learning model using ChatGPT fc8u gitir
- 178 Perform Feature Engineering using ChatGPT ulsU gitir
- 179 Performing Hyperparameter Optimization using ChatGPT a538 gitir
- 180 Loading Dataset using ChatGPT dkkO gitir
- 181 Perform initial analysis on Dataset using ChatGPT RX16 gitir
- 182 Performing the first operation on the Dataset using ChatGPT SQwX gitir
- 183 Tackling Missing values using ChatGPT Lesson 1 H8l4 gitir
- 184 Tackling Missing values using ChatGPT Lesson 2 aR0N gitir
- 185 Tackling Missing values using ChatGPT Lesson 3 hyNR gitir
- 186 Tackling Missing values using ChatGPT Lesson 4 Be3q gitir
- 187 Performing Bivariate analysis with CatPLot using ChatGPT zOKn gitir
- 188 Performing Bivariate analysis with KdePLot using ChatGPT Pt1t gitir
- 189 Examining the correlation of variables using ChatGPT Lesson 1 tP0H gitir
- 190 Examining the correlation of variables using ChatGPT Lesson 2 QQ2r gitir
- 191 Perform a get dummies operation using ChatGPT vsd6 gitir
- 192 Prepare for Logistic Regression modeling using ChatGPT T38s gitir
- 193 Create a Logistic Regression model using ChatGPT t2qR gitir
- 194 Examining evaluation metrics on the Logistic Regression model using ChatGPT 1 n0g1 gitir
- 195 Examining evaluation metrics on the Logistic Regression model using ChatGPT 2 beoJ gitir
- 196 Perform a GridSearchCV operation using ChatGPT Sl9V gitir
- 197 Model reconstruction with best parameters using ChatGPT hyQJ gitir
- exercise_files