Curated Video
Social Media Automation using Python - Coding a Simple Scheduler
In this lecture, we will look at creating a simple scheduler. We will first import the requisite libraries and then write a simple code to create a scheduler to automate the task. This clip is from the chapter "Scheduling" of the series...
Curated Video
Social Media Automation using Python - Introduction to Module-3
This video provides insight into the tasks we can schedule using a simple scheduler or a scheduling system, such as emails, messages, tasks, or routines. This clip is from the chapter "Scheduling" of the series "Social Media Automation...
Curated Video
Recommender Systems with Machine Learning - Making Recommendations-1
This video explains how to make song recommendations. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This section focuses on...
Curated Video
Recommender Systems with Machine Learning - Find the st Title
This video explains how to find the closest title from the dataset as per the input. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine...
Curated Video
Recommender Systems with Machine Learning - FuzzyWuzzy Implementation
This video helps you with the implementation of the FuzzyWuzzy algorithm. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This...
Curated Video
Recommender Systems with Machine Learning - Missing Values
This video explains how to churn out the missing values from the dataset. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This...
Curated Video
Recommender Systems with Machine Learning - Dataset Usage
This video explains how to use the dataset to your advantage. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This section...
Curated Video
Recommender Systems with Machine Learning - Making Recommendations
This video helps you with making recommendations. This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on the use of machine learning for...
Curated Video
Recommender Systems with Machine Learning - Recommendation Engine
This video talks about the recommendation engine in detail. This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on the use of machine...
Curated Video
Recommender Systems with Machine Learning - Data Manipulation for Content-Based Filtering
This video explains data manipulation for content-based filtering with machine learning. This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section...
Curated Video
Recommender Systems with Machine Learning - Data Partitioning
This video explains data partitioning. This clip is from the chapter "Basic of Recommender Systems" of the series "Recommender Systems with Machine Learning".This section focuses on the basics of recommender systems.
Curated Video
Kafka for Developers - Data Contracts Using Schema Registry - Build Kafka Producer to Publish the CoffeeOrder Events
In this video, we will build the producer that will be used to publish the Kafka AVRO records into the Kafka topic. This clip is from the chapter "Build a Coffee Order Service Using Spring Boot and Schema Registry" of the series "Kafka...
Curated Video
Kafka for Developers - Data Contracts Using Schema Registry - Build the POST Endpoint for the CoffeeOrderService - /coffee_orders
In this video, we will build the POST endpoint in the controller, using which we can post new coffee orders. This clip is from the chapter "Build a Coffee Order Service Using Spring Boot and Schema Registry" of the series "Kafka for...
Curated Video
Kafka for Developers - Data Contracts Using Schema Registry - Publish and Consume "Key" as an AVRO Record
In this video, you will learn to produce keys that are also an AVRO record. This clip is from the chapter "Introduction to Schema Registry" of the series "Kafka for Developers - Data Contracts Using Schema Registry".In this section, you...
Curated Video
Kafka for Developers - Data Contracts Using Schema Registry - Date Logical Type
In this video, we will code and learn the date logical types. This clip is from the chapter "Logical Schema Types in AVRO" of the series "Kafka for Developers - Data Contracts Using Schema Registry".In this section, you will cover the...
Curated Video
Kafka for Developers - Data Contracts Using Schema Registry - Build a Coffee Shop Order Producer
In this video, we will code and produce the coffee order AVRO record to a Kafka topic. This clip is from the chapter "Coffee Shop Order Service Using AVRO - A Real-Time Use Case" of the series "Kafka for Developers - Data Contracts Using...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Generate Response
We will import two libraries, tfidf, and cosine_similarity, and then use the TF-IDF vectorizer to generate chatbot responses based on the query input. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Greeting Function
After setting everything up, we will now look at creating a few greeting inputs and a few greeting responses for the conversational chatbot to respond with. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Lemmatization and Processed Text
In this video, we will look at the project's next step, the lemmatization process, using the WordNet lemmatizer and the NLTK library for the conversational chatbot. This clip is from the chapter "Basics of Chatbots with Machine Learning...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Getting the Data
In this video, we will look at using the request library to seek out the webpage from which we want the information. In our case, we have chosen the web page or artificial intelligence. This clip is from the chapter "Basics of Chatbots...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Wiki Search
In this video, you will learn how to search Wikipedia. We will define a function to input data and obtain a response from the Wikipedia_data input we created. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Response Generation
In this video, we will define a generateResponse() function and define the expected user response from the chatbot. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series "Chatbots for...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Chatbot Greets
After creating the word tokens, removing the tags, and lemmatizing the words, we will make the chatbot's welcome responses or welcome inputs. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Remove Tags and Lemmatize
In this video, we will look at removing tags or symbols that we do not want to use in our word token development process. We will then lemmatize the word token using the tag map lemmatizer. This clip is from the chapter "Basics of...