- Introduction to Machine Learning
- Overview of Deep Learning and Artificial Intelligence
- ML Applications and Real-world problem examples (How is it happening in the companies, Why so much hype, Why companies want it, How is it everywhere)
- Future Scope and Jobs in Artificial Intelligence
- Industry Views over Jobs and its Future Scope
Machine Learning Certification Course
Learn about numerous machine learning algorithms and gain a thorough understanding of the principles and practices ...Read more
Online
1 Week
₹ 25000 40000
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video and Text Based
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Course overview
Machine Learning Certification Course online training is designed by Board Infinity, a virtual learning environment for trainees that would aid them in obtaining excellence and fulfilling their professional goals. Machine Learning Certification Course online training by Board Infinity is for participants who desire to acquire the scientific study of algorithms and statistical models that machine learning utilizes to become professional machine learning engineers.
Machine Learning Certification Course online classes cover a wide range of machine learning topics, including natural language processing, deep learning, supervised and unsupervised learning, artificial neural networks, probability, and statistics, convolutional neural networks, and include more than 40 hours of comprehensive learning, as well as case studies and projects. This course also includes sections on Python, pandas, OpenCV, Numpy, Anaconda, ANOVA, Matplotlib, Seaborn, and other programming languages.
The highlights
- Certificate of completion
- Live online course
- 40 hours of video content
- Case studies
- Assignments
- Projects
Program offerings
- Online course
- Mentoring from experts
- Learning resources. unlimited access
- Accessible on mobile devices
Course and certificate fees
Fees information
certificate availability
Yes
certificate providing authority
Board Infinity
Who it is for
What you will learn
After completing the Machine Learning Certification Course online classes, participants will gain a thorough understanding of the principles of supervised and unsupervised learning, as well as a thorough comprehension of the core features of machine learning. Participants will learn about several machine learning methods and their capabilities. Participants will learn about Python, Pandas, Numpy, Matplotlib, Seaborn, Anaconda, Keras, ANOVA, and Tensorflow, as well as other machine learning technologies. Participants will also learn about natural language processing, data wrangling, data visualization, artificial neural network, convolutional neural network, statistics, probability, and hypothesis testing.
The syllabus
Week 1: Introduction to Machine Learning
Week 2: Statistics and Probability
- Fundamental of Statistics and its types
- Hypothesis Testing
- Fundamentals of Probability
- ANOVA
Week 3: Fundamentals of Python Programming
- Introduction to Python Tools
- Python Fundamentals
- Python Conditionals and Loops
- Basic Operation and Operator in Python
- Python Functions and Classes
- Solving Basic Programs in Python
Week 4: Advance Python Programming
- Data Wrangling using NumPy
- Data Wrangling using Pandas
- Python for Visualization: Matplotlib & Seaborn
- Data Wrangling and Visualization on a real-world dataset
Week 5: Classical Machine Learning
- Introduction to Machine Learning
- Types of Machine Learning
- Supervised Learning
- Unsupervised Learning
Week 6: Natural Language Processing
- Introduction to NLP
- Real-world problems in NLP
- Text Pre-processing
Week 7: Advance Machine Learning
- Introduction to Deep Learning and Application
- Artificial Neural Network and Components
- Introduction to Convolutional Neural Networks
- Deep-dive into CNN
- Discussion on top CNN architectures
- Opencv, applications, and usage