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Sep 20, 2023
Artificial Intelligence Nanodegree Programs (Udacity)

Udacity Online Courses

Udacity is offering multiple Nanodegree programs in its School of Artificial Intelligence. Nanodegrees are very extensive programs comprising of a larger course of study, usually presented in partnership with leading companies or universities. For those who want to make a career in AI, there are some excellent, powerful, career-centered programs that can be very helpful to advance in the field of AI by spending as little as 8-10 hours per week. There are choices for every level of knowledge and experience from complete beginner focussed programs to those intended for more advanced learners.

Some of the best Udacity AI training programs include:

  • AI Product Manager – Covers AI products, creating high quality datasets, training ML models, measuring post-deployment impact and updating models and scaling your AI products.
  • Intro to Machine Learning with TensorFlow – Covers foundational machine learning algorithms, supervised models, deep and unsupervised learning, neural network design and training in TensorFlow.
  • AI Programming with Python – Covers the essential foundations of AI: the programming tools (Python, NumPy, PyTorch, Anaconda, pandas, and Matplotlib), the math (calculus and linear algebra), and the key techniques of neural networks (gradient descent and backpropagation).
  • Artificial Intelligence for Trading – Covers basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Also teaches how to develop trading strategies, and construct a multi-factor model with optimization.
  • Computer Vision – Covers computer vision and deep learning techniques—from basic image processing, to building and customizing Convolutional Neural Networks, Recurrent Neural Networks (RNN), Simultaneous Localization and Mapping (SLAM), Object Tracking, Image Classification
  • Natural Language Processing – Covers Machine Learning, Speech Recognition, Sentiment Analysis, Machine Translation, Part of Speech Tagging
  • Deep Reinforcement Learning – Covers Reinforcement Learning, Neural Networks, PyTorch, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG)
  • Artificial Intelligence – Covers AI Algorithms, Search Algorithms, Optimization, Planning, Pattern Recognition
  • Machine Learning Engineer – Covers Machine Learning, Supervised Learning, Unsupervised Learning, Deep Learning
  • Deep Learning – Covers Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANs
  • AI for Business Leaders – Covers Artificial Intelligence, Machine Learning, Business Strategy, Data Labeling, Data Modeling

The Nanodegree programs in Udacity’s School of AI are organized around following four main roles or career paths:

  1. Machine Learning Engineer – Udacity recommends completing following Nanodegree programs in the specified order to start a career in Machine Learning – Intro to Machine Learning with TensorFlow, Intro to Machine Learning with PyTorch, AI Programming with Python, Machine Learning Engineer.
  2. Deep Learning Engineer – For working as deep learning engineer, following Nanodegree programs are suggested – AI Programming with Python, Machine Learning Engineer, Deep Learning.
  3. Artificial Intelligence Specialist – The recommended programs in this career path are – Computer Vision, Natural Language Processing, Deep Reinforcement Learning and Artificial Intelligence
  4. Quantitative Analyst – This career path involves building programming and linear algebra skills, then learning to analyze real data and building financial models for trading. The recommended programs are – AI Programming with Python and Artificial Intelligence for Trading.

Key Highlights

  • Curriculum designed and delivered by industry experts
  • Get practical experience by applying your skills to code exercises and projects
  • Get 1-on-1 technical mentor support
  • Personal career coach also available for career path guidance
  • Complete flexibility with timelines and schedule

Duration : Self-Paced

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