AI Developer

Skills Covered in this Path

• NumPy
• Pandas
• Components of Data Science
• Data Science Architecture
• Skills needed to learn Python
• NumPy and Pandas libraries
• Python Basics
• NumPy
• Pandas
• Matplotlib
• Seaborn
• Plotly
• Practical visualization walkthrough
• IPL data analysis with Python
• Python
• Statistics
• Reinforcement learning
• Machine learning
• ANN
• Tensorflow
• Keras
• Gradient
• Backpropagation
• Perceptron
• ANN
• Gradient
• Backpropagation
• Activation Functions
• Softmax Function
• Data Augmentation
• Weight Initialization
• Regularization
• Image processing using Neural Networks
• Image Classification
• Case study problems
• Object Detection Using OpenCV and Python Converting Images to Different Forms"
• Image processing
• OpenCV with Python
• TensorFlow
• MNIST Dataset
• Covid-19 detection
• OpenCV
• Face Detection
• Face Recognition
• Deep Learning
• OpenCV Operations
• Face Detection demo
• Face Detection
• Face Recognition
• Applications of Face Recognition
• Face Detection using OpenCV using Python
• Tokenization
• Stemming
• Lemmatization
• Removing Stopwords
• Modeling Techniques in NLP
• Machine Learning and Logistic Regression
• Sentiment Analysis
• Functionalities of Textblob
• Textblob Sentiment Analysis
• U-Net
• Semantic Segmentation
• NLP Use-cases
• NLP Project
• Types of Chatbots
• Top applications of Chatbots
• Architecture of Chatbots
• Hands-on demonstration of Building a Chatbot
• Introduction to Recommendation Systems
• Movie Recommendation Demo
• Tensorflow
• Keras
• Neural Networks
• Linear Regression using Tensorflow
• MNIST Character Recognition
• Image classification using CNN
• TensorFlow library
• Deep Learning
• Neural Networks
• Artificial Intelligence
• Image Classification
• Tensors
• Python
• CNN
• ANN
• RNN
• Tensorflow
• Deep Learning Algorithms