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🔥 Deep Learning Roadmap 2024 | Deep Learning Career Path 2024 | Simplilearn
The document outlines a deep learning roadmap for 2024, emphasizing the importance of skills such as programming, mathematics, and machine learning fundamentals for aspiring deep learning engineers. It details various job roles in the field and the high salaries associated with them, highlighting the growing demand for expertise in deep learning. Additionally, the future of deep learning is discussed, focusing on advancements and interdisciplinary applications.
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🔥 Deep Learning Roadmap 2024 | Deep Learning Career Path 2024 | Simplilearn
- 2. Deep learning simplifieswith a dataset of handwritten digits, a neural network learns the intricate patterns autonomously. Object Detection Speech Detection Strategic Gaming Deep learning's magic lies in its capacity to generalize complex patterns from data. Deep Learning Roadmap 2024
- 3. Deep Learning Roadmap2024 01 02 03 04 Skills Required Companies Hiring DL Engineers Job Roles in DL Future Scope of DL
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- 5. The popularity ofDeep Learning is steadily rising, and alongside Machine Learning, possessing Deep Learning expertise is crucial. Data Eng Skills ML Knowledge DL Frameworks DL Projects Deep Learning Roadmap 2024 Math Skills Programming Skills
- 6. Deep Learning Roadmap2024 Math Skills Statistics Linear Algebra Calculus Probability ML & DL Algorithms A strong foundation in machine learning is a prerequisite for effective deep learning.
- 7. Deep Learning Roadmap2024 Programing Skills Strong programming skills are essential to excel in deep learning.
- 8. Deep Learning Roadmap2024 Data Engineering Skills Acquiring Data Wrangling skills is imperative for delving into deep learning, given its reliance on vast datasets. Data Preprocessing Knowledge of Database ETL(extraction, transformation & Load)
- 9. Deep Learning Roadmap2024 Machine Learning Skills A foundational understanding of machine learning is crucial to delve into deep learning. Begin by familiarizing yourself with key algorithms ML Algorithms • Naïve Bayes • Support Vector Machine • K Nearest Neighbor • Linear Regression • Logistic Regression • Decision Tree • Random Forest • K Means Clustering
- 10. Deep Learning Roadmap2024 Deep Learning Frameworks Knowledge of Deep Learning Frameworks is very much important.
- 11. Deep Learning Roadmap2024 Deep Learning Projects Iris Flower Classification Face Detection Parkinson Disease Handwritten digit
- 12. Deep Learning Roadmap2024 DL Engineer AI Engineer ML Engineer Data Scientist NLP Engineer $ 195,000 ₹10,00,000 $ 140,000 ₹11,00,000 $ 150,000 ₹11,00,000 $ 145,000 ₹13,00,000 $ 120,000 ₹10,00,000
- 13. Deep Learning FutureScope The future of deep learning holds promise with advancements in model complexity, unsupervised learning breakthroughs, and interdisciplinary applications. Companies hiring DL Engineers