Artificial Intelligence Programmer
In this practical Artificial Intelligence training, the candidates will learn the essential foundations of AI Programming tools (Python, NumPy, PyTorch), the mathematics (calculus and linear algebra), and the key techniques of neural networks (gradient descent and back propagation). Learning to program with Python, one of the most widely used languages in Artificial Intelligence, is the core of this track. We shall also focus on neural networks – AI’s main building blocks.
By learning foundational AI and math skills, the candidates lay the groundwork for advancing their career – whether they are just starting out, or readying for a full-time role in Machine Learning, Deep Learning, Artificial Intelligence domains.
- This Course is for Absolute Beginners.
- Knowledge with a Programming Language will be an added advantage.
- PYTHON FOR AI PROGRAMMING
- MODULE 1: INTRODUCTION TO AI PROGRAMMING
- MODULE 2: DATATYPES AND OPERATORS
- MODULE 3: DATA STRUCTURES
- MODULE 4: CONTROL FLOW
- MODULE 5: FUNCTIONS
- MODULE 6: SCRIPTING
- MODULE 7: DATATYPES AND OPERATORS
- NUMPY, PANDAS, MATPLOTLIB
- MODULE 1: ANACONDA
- MODULE 2: JUPYTOR NOTEBOOKS
- MODULE 3: DATATYPES AND OPERATORS
- MODULE 4: PANDAS
- MODULE 5: MATPLOTLIB AND SEABORN
- LINEAR ALGEBRA ESSENTIALS
- MODULE 1: INTRODUCTION
- MODULE 2: VECTORS
- MODULE 3: LINEAR COMBINATION
- MODULE 4: LINEAR TRANSFORMATION AND MATRICES
- CALCULAS ESSENTIALS
- MODULE 1: CALCULAS
- MODULE 2: CALCULAS IN NEURAL NETWORK
- NEURAL NETWORKS & DEEP LEARNING WITH PYTORCH
- MODULE 1: INTRO TO NEURAL NETWORKS
- MODULE 2: IMPLEMENT GRADIENT DESCENT
- MODULE 3: TRAINING NEURAL NETWORKS
- MODULE 4: DEEP LEARNING WITH PYTORCH
- CAPSTONE PROJECT: CREATE YOUR OWN IMAGE CLASSIFIER
Price: (for individual)
Buying for yourself?
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Buying for a Team?
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- Lectures 0
- Quizzes 0
- Duration 40 hours
- Skill level Beginner
- Language English
- Students 0
- Certificate Yes
- Assessments Self