Long short-term memory (LSTM) Courses and Certifications

New York Institute of Finance;  Google Cloud

Reinforcement Learning for Trading Strategies

251 ratings at Coursera

Explore reinforcement learning for trading strategies, covering neural networks, LSTMs, and AutoML. Learn to build RL-based trading systems and optimize portfolios using advanced machine learning techniques.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

Master Time Series Analysis and Forecasting with Python 2026

1491 ratings at Udemy

Time Series with Deep Learning (LSTM, TFT, N-BEATS), GenAI (Amazon Chronos), Prophet, Silverkite, ARIMA. Demand Forecast

• Udemy
• 1 day 13 hours 43 minutes
• Self-Paced
• Paid Course

Capstone Assignment

Apply explainable AI techniques—LIME, Grad-CAM, and permutation importance—on real MIMIC-III clinical data to build transparent, trustworthy deep learning models for healthcare decision support.

• Coursera
• 3 hours
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Deep Learning with Python: CNN, ANN & RNN

48 ratings at Coursera

Master CNNs, ANNs, and RNNs through hands-on projects in image recognition, churn prediction, and stock forecasting using TensorFlow and Keras for real-world AI applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Edureka

Machine Learning and NLP Basics

33 ratings at Coursera

Comprehensive exploration of machine learning, deep learning, and NLP fundamentals. Covers core concepts, algorithms, and practical applications, equipping learners with essential skills for AI and data science.

• Coursera
• 19 hours 31 minutes
• Self-Paced
• Paid Course

EDUCBA

Deep Learning RNN & LSTM: Stock Price Prediction

12 ratings at Coursera

Master RNN and LSTM techniques to build stock price prediction models using real Apple data, from preprocessing to evaluation with hands-on Python implementation.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Applied Deep Learning: Build a Chatbot - Theory, Application

1019 ratings at Udemy

Understand the Theory of how Chatbots work and implement them in Python and PyTorch!

• Udemy
• 6 hours 10 minutes
• Self-Paced
• Free Online Course

Packt Career Certificate

Recommender Systems

7 ratings at Coursera

Master advanced recommender systems using machine learning, deep learning models like RNNs and LSTMs, and build real-world recommendation engines with TensorFlow and Python.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Packt Career Certificate

Deep Learning: Recurrent Neural Networks with Python

5 ratings at Coursera

Master RNNs, GRUs, and LSTMs for deep learning tasks. Build and implement neural networks using TensorFlow, culminating in projects like automatic book writing and stock price prediction.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course

Generative AI Part 1

Explore the theoretical foundations of generative AI, covering neural networks, transformers, LLMs, optimization, and real-world applications across various fields.

• Coursera
• 25 hours
• Self-Paced
• Paid Course

Applied Natural Language Processing in Engineering Part 2

Master advanced NLP techniques including RNNs, transformers, sentiment analysis, and neural machine translation through hands-on implementation with PyTorch and Hugging Face frameworks.

• Coursera
• 1 day 9 hours 37 minutes
• Self-Paced
• Paid Course

Deep Learning for AI Part 1

Master the foundations of deep learning—from neural networks and CNNs to RNNs, VAEs, GANs, and Transformers—with hands-on TensorFlow/Keras and PyTorch implementation.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Whizlabs

NVIDIA: Fundamentals of NLP and Transformers

Master NLP fundamentals and transformer architectures through hands-on practice with tokenization, word embeddings, sequence models, and self-attention mechanisms for real-world applications.

• Coursera
• 4 hours 25 minutes
• Self-Paced
• Paid Course

Coursera

Deep Learning with PyTorch

Master neural networks, CNNs, RNNs, and LSTMs using PyTorch for computer vision and NLP tasks with advanced optimization techniques and real-world applications.

• Coursera
• 1 day 2 hours 18 minutes
• Self-Paced
• Paid Course

Edureka

Practical Deep Learning with Python

Master deep learning fundamentals and advanced architectures like CNNs, RNNs, and LSTMs through hands-on Python implementation. Build, optimize, and evaluate models for real-world AI applications.

• Coursera
• 12 hours 3 minutes
• Self-Paced
• Paid Course