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data.csv
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1 |
+
idx,title,label
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2 |
+
0,Exploring Deep Learning Architectures for Image Recognition,Computer Vision
|
3 |
+
1,Advancements in Neural Network Models for Speech Recognition,Neural Networks
|
4 |
+
2,Efficient Reinforcement Learning Agents for Decision Making,Reinforcement Learning
|
5 |
+
3,Unsupervised Feature Learning for Cluster Analysis,Unsupervised Learning
|
6 |
+
4,Natural Language Processing Techniques for Sentiment Analysis,Natural Language Processing
|
7 |
+
5,Real-time Object Detection using Convolutional Neural Networks,Computer Vision
|
8 |
+
6,Neural Networks in Image Classification: A Deep Dive,Neural Networks
|
9 |
+
7,Optimizing Agent Strategies with Q-Learning,Reinforcement Learning
|
10 |
+
8,Hierarchical Clustering Algorithms for Data Segmentation,Unsupervised Learning
|
11 |
+
9,NLP Algorithms for Sentiment Analysis in Social Media,Natural Language Processing
|
12 |
+
10,Real-time Facial Recognition Using Deep Convolutional Neural Networks,Computer Vision
|
13 |
+
11,Convolutional Neural Networks for Real-Time Image Processing,Neural Networks
|
14 |
+
12,Applying Reinforcement Learning to Robotics for Autonomous Navigation,Reinforcement Learning
|
15 |
+
13,An Overview of Unsupervised Learning Techniques in Data Science,Unsupervised Learning
|
16 |
+
14,Understanding Context in Conversational Agents,Natural Language Processing
|
17 |
+
15,Automated Lane Detection in Autonomous Vehicles,Computer Vision
|
18 |
+
16,An Overview of Convolutional Neural Networks for Image Recognition,Neural Networks
|
19 |
+
17,Deep Reinforcement Learning for Game Playing,Reinforcement Learning
|
20 |
+
18,Dimensionality Reduction Techniques Using Autoencoders,Unsupervised Learning
|
21 |
+
19,Syntactic Parsing Techniques for Improved Language Understanding,Natural Language Processing
|
22 |
+
20,Object Detection in Video Streams: A Survey,Computer Vision
|
23 |
+
21,Training Deep Neural Networks with Noisy Data,Neural Networks
|
24 |
+
22,Reinforcement Learning in Game AI: Strategies for Winning,Reinforcement Learning
|
25 |
+
23,Clustering Algorithms for Image Segmentation: A Comparative Study,Unsupervised Learning
|
26 |
+
24,Machine Translation with Sequence-to-Sequence Models,Natural Language Processing
|
27 |
+
25,Image Classification with Deep Convolutional Neural Networks,Computer Vision
|
28 |
+
26,The Impact of Neural Networks on Real-Time Language Translation,Neural Networks
|
29 |
+
27,Reinforcement Learning Algorithms for Robotic Control,Reinforcement Learning
|
30 |
+
28,Anomaly Detection in Network Traffic with Self-Organizing Maps,Unsupervised Learning
|
31 |
+
29,Text Classification Algorithms for Spam Detection,Natural Language Processing
|
32 |
+
30,3D Scene Reconstruction from Multiple Images,Computer Vision
|
33 |
+
31,An Overview of Recurrent Neural Networks,Neural Networks
|
34 |
+
32,Leveraging Reinforcement Learning for Stock Market Prediction,Reinforcement Learning
|
35 |
+
33,Dimensionality Reduction Methods: Principal Component Analysis and Beyond,Unsupervised Learning
|
36 |
+
34,Sentiment Analysis in Social Media Posts,Natural Language Processing
|
37 |
+
35,Semantic Segmentation of Urban Scenes using Deep Learning,Computer Vision
|
38 |
+
36,Comparative Study of Recurrent Neural Networks for Time-Series Analysis,Neural Networks
|
39 |
+
37,Model-Free Reinforcement Learning Techniques,Reinforcement Learning
|
40 |
+
38,Latent Dirichlet Allocation for Topic Modeling in Text Documents,Unsupervised Learning
|
41 |
+
39,Semantic Role Labeling for Enhanced NLP Tasks,Natural Language Processing
|
42 |
+
40,Automatic Road Sign Detection and Classification,Computer Vision
|
43 |
+
41,Neural Networks in Financial Market Prediction,Neural Networks
|
44 |
+
42,Reinforcement Learning Techniques for Real-Time Bidding,Reinforcement Learning
|
45 |
+
43,Generative Models for Synthetic Data Generation,Unsupervised Learning
|
46 |
+
44,Text Classification with Support Vector Machines,Natural Language Processing
|
47 |
+
45,3D Reconstruction from Multiple Images using Machine Learning,Computer Vision
|
48 |
+
46,Enhancing Robotic Vision with Deep Neural Networks,Neural Networks
|
49 |
+
47,Reinforcement Learning in Multi-Agent Systems,Reinforcement Learning
|
50 |
+
48,Gaussian Mixture Models for Soft Clustering,Unsupervised Learning
|
51 |
+
49,The Impact of Word Embeddings on NLP Tasks,Natural Language Processing
|
52 |
+
50,Implementing Augmented Reality in Mobile Applications,Computer Vision
|
53 |
+
51,Understanding the Basics of Deep Belief Networks,Neural Networks
|
54 |
+
52,Using Reinforcement Learning for Traffic Flow Optimization,Reinforcement Learning
|
55 |
+
53,Unsupervised Learning in Text Mining: Latent Dirichlet Allocation,Unsupervised Learning
|
56 |
+
54,Named Entity Recognition for Information Extraction,Natural Language Processing
|
57 |
+
55,Robust Facial Recognition with Deep Learning Techniques,Computer Vision
|
58 |
+
56,Neural Network Architectures for Facial Recognition Systems,Neural Networks
|
59 |
+
57,Applying Deep Reinforcement Learning to Online Advertising,Reinforcement Learning
|
60 |
+
58,Spectral Clustering for Image Segmentation,Unsupervised Learning
|
61 |
+
59,Exploring Contextual Word Embeddings for Better Language Models,Natural Language Processing
|
62 |
+
60,Advances in Optical Character Recognition Systems,Computer Vision
|
63 |
+
61,Generative Adversarial Networks: Theory and Applications,Neural Networks
|
64 |
+
62,The Role of Reinforcement Learning in Personalized Education,Reinforcement Learning
|
65 |
+
63,A Survey of Unsupervised Learning Methods in Bioinformatics,Unsupervised Learning
|
66 |
+
64,Topic Modeling in Large Scale Text Corpora,Natural Language Processing
|
67 |
+
65,Efficient Object Tracking in Video Surveillance,Computer Vision
|
68 |
+
66,Advancements in Generative Adversarial Networks: Implications for Art and Design,Neural Networks
|
69 |
+
67,Exploration vs. Exploitation in Reinforcement Learning,Reinforcement Learning
|
70 |
+
68,An Introduction to Self-Organizing Maps for Visualization,Unsupervised Learning
|
71 |
+
69,Challenges in NLP: Handling Ambiguity and Polysemy,Natural Language Processing
|
72 |
+
70,High-Performance Image Processing for Autonomous Vehicles,Computer Vision
|
73 |
+
71,Ensemble Learning with Neural Networks for Classification,Neural Networks
|
74 |
+
72,Integrating Reinforcement Learning with Deep Learning for Advanced Control Systems,Reinforcement Learning
|
75 |
+
73,Topological Data Analysis for Uncovering Hidden Structures in Large Datasets,Unsupervised Learning
|
76 |
+
74,Linguistic Features for Language Identification,Natural Language Processing
|
77 |
+
75,Deep Learning-based Aerial Image Analysis for Satellite Imagery,Computer Vision
|
78 |
+
76,Exploring the Efficiency of Residual Networks in Deep Learning,Neural Networks
|
79 |
+
77,Using Temporal Difference Learning in Reinforcement Learning,Reinforcement Learning
|
80 |
+
78,Generative Adversarial Networks for Unsupervised Data Generation,Unsupervised Learning
|
81 |
+
79,Latest Trends in Transformer Models for NLP,Natural Language Processing
|
82 |
+
80,The Impact of Transfer Learning on Image Classification Tasks,Computer Vision
|
83 |
+
81,Recent Trends in Neural Network Research,Neural Networks
|
84 |
+
82,The Impact of Reinforcement Learning on Healthcare Diagnostics,Reinforcement Learning
|
85 |
+
83,Uncovering Community Structure in Social Networks Using Unsupervised Learning,Unsupervised Learning
|
86 |
+
84,Semantic Role Labeling for Understanding Text,Natural Language Processing
|
87 |
+
85,Real-time Gesture Recognition using Convolutional Neural Networks,Computer Vision
|
88 |
+
86,Leveraging Neural Networks for Autonomous Vehicle Navigation,Neural Networks
|
89 |
+
87,Improving Reward Functions in Reinforcement Learning,Reinforcement Learning
|
90 |
+
88,Partitioning of Data Using K-Means Clustering,Unsupervised Learning
|
91 |
+
89,The Role of Attention Mechanisms in NLP,Natural Language Processing
|
92 |
+
90,Developing Convolutional Neural Networks for Real-time Surveillance,Computer Vision
|
93 |
+
91,Neural Networks for Time Series Forecasting,Neural Networks
|
94 |
+
92,Reinforcement Learning for Energy Management in Smart Grids,Reinforcement Learning
|
95 |
+
93,Unsupervised Learning Approaches for Anomaly Detection in Time Series Data,Unsupervised Learning
|
96 |
+
94,Building a Neural Machine Translation System,Natural Language Processing
|
97 |
+
95,A Deep Learning Approach to Identifying Road Infrastructure,Computer Vision
|
98 |
+
96,Neural Network Approaches for Anomaly Detection in Network Security,Neural Networks
|
99 |
+
97,Applying Reinforcement Learning to Energy Grid Management,Reinforcement Learning
|
100 |
+
98,Evaluating Clustering Stability with Silhouette Coefficients,Unsupervised Learning
|
101 |
+
99,NLP in Machine Translation: From Rule-Based to Neural Models,Natural Language Processing
|