Advanced Skill Certificate in Neural Networks for Online Advertising
-- ViewingNowNeural Networks for Online Advertising: This Advanced Skill Certificate provides in-depth training in deep learning and artificial intelligence for online advertising professionals. Master machine learning algorithms and their applications to improve ad targeting, bidding strategies, and campaign optimization.
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๊ณผ์ ์ธ๋ถ์ฌํญ
- Introduction to Neural Networks for Online Advertising
- Deep Learning Architectures for CTR Prediction
- Neural Network Optimization and Hyperparameter Tuning
- Implementing Neural Networks for Ad Targeting (using TensorFlow/PyTorch)
- Handling Imbalanced Datasets in Online Advertising
- Building Recommendation Systems with Neural Networks
- A/B Testing and Evaluation Metrics for Neural Network Models
- Case Studies: Real-world Applications of Neural Networks in Online Advertising
- Advanced Topics: Attention Mechanisms and Transformers in AdTech
๊ฒฝ๋ ฅ ๊ฒฝ๋ก
Career Roles (Neural Networks & Online Advertising - UK) Description Senior Neural Network Engineer (Online Advertising) Develops and implements advanced neural network models for targeted advertising campaigns, leading teams and mentoring junior engineers.
High demand, excellent salary.
AI/ML Specialist (Programmatic Advertising) Applies machine learning techniques, including neural networks, to optimize programmatic ad buying and improve campaign performance.
Strong analytical and problem-solving skills required.
Data Scientist (Advertising Tech) Leverages neural network algorithms for data analysis, predictive modeling, and identifying trends in online advertising.
Requires expertise in statistical modelling and data visualization.
Machine Learning Engineer (Ad Tech) Designs, builds, and deploys neural network solutions within a large-scale ad tech platform.
Focus on scalability, efficiency, and performance.
Deep Learning Architect (Digital Advertising) Develops and implements cutting-edge deep learning architectures for sophisticated advertising applications.
Requires advanced theoretical knowledge and practical experience with deep learning frameworks (TensorFlow, PyTorch etc).
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