What is Data Collection in Machine Learning - Machine Learning Tutorial in Bangla Using Python - 6
🤖 Welcome to "Machine Learning Tutorial in Bangla Using Python - Episode 6: What is Data Collection in Machine Learning?" 🤖
In this exciting episode of our Bangla Machine Learning series, we delve deep into the heart of machine learning – data collection! 📊
🔍 What You'll Learn:
1. The crucial role of data collection in machine learning projects.
2. Techniques and tools for efficient data gathering.
3. Real-world examples and hands-on coding.
🚀 Whether you're a beginner looking to understand the fundamentals or an experienced ML enthusiast seeking to refine your skills, this tutorial has something for everyone. Join us on this journey to unlock the power of data collection in machine learning!
Important Links:
Full Playlist Link: • Machine Learning Tutorial in Bangla Using ...
Chapters and Key Moments:
0:00 - Intro about Data Collection.
0:35 - Basic Discussion From Previous (How Does ML Work) Video.
1:16 - What is Data Collection in ML and How to Represent Data.
1:55 - Explain with an Example (English Character (0..9-A..Z) Recognition ML Model).
4:40 - How to Collect Data for Machine Learning Model.
5:54 - Explanation on Dataset for a Machine Learning Model.
9:34 - Last Words.
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Topics: Introduction to Machine Learning, Python and Libraries for ML, Data Preprocessing and Exploration, Supervised Learning Algorithms, Unsupervised Learning Algorithms, Neural Networks and Deep Learning, Convolutional Neural Networks, Recurrent Neural Networks, Transfer Learning and Fine-Tuning, Reinforcement Learning, Model Evaluation and Validation, Deployment and Practical Implication, Natural Language Processing (NLP), Time Series Analysis and Forecasting, Recommender Systems, Generative Adversarial Networks, Explainable AI, Big Data and Distributed ML, Advanced Topics in Deep Learning, At Least 5 Projects with Web App and so on...
#MachineLearning #DataCollection #PythonTutorial #BanglaTutorial #DataScience #Python #Programming #AI #ML #DataAnalysis #Tutorial #LearnMachineLearning
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