Name: Machine Learning Online Training Pune in Pune
Price: 1000 INR
Availability: InStock

Machine Learning Online Training Pune

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Description

Join Machine Learning Training Pune at JustAcademy. Learn via live online classes, hands-on online training, certification guidance, real projects & placement support.

Curriculum

Module 1: Introduction to Machine Learning
- Overview of Machine Learning:
  - Definition, applications, and real-world examples.
- Types of Machine Learning:
  - Supervised learning, unsupervised learning, reinforcement learning.
- Mathematics for Machine Learning:
  - Linear algebra, calculus, probability, and statistics basics.
Module 2: Python and Libraries
- Introduction to Python:
  - Basics of Python programming.
- NumPy and Pandas:
  - Data manipulation and analysis.
- Matplotlib and Seaborn:
  - Data visualization.
Module 3: Supervised Learning
- Linear Regression:
  - Concepts, implementation, and evaluation.
- Logistic Regression:
  - Binary and multiclass classification.
- Decision Trees and Random Forests:
  - Classification and regression.
- Support Vector Machines (SVM):
  - Basics and applications.
Module 4: Unsupervised Learning
- Clustering:
  - K-Means, hierarchical, and DBSCAN.
- Dimensionality Reduction:
  - Principal Component Analysis (PCA) and t-Distributed Stochastic Neighbor Embedding (t-SNE).
- Association Rule Learning:
  - Apriori algorithm.
Module 5: Neural Networks and Deep Learning
- Introduction to Neural Networks:
  - Perceptrons, activation functions.
- Feedforward Neural Networks:
  - Architecture, training, and optimization.
- Convolutional Neural Networks (CNN):
  - Image processing tasks.
- Recurrent Neural Networks (RNN):
  - Sequential data processing.
Module 6: Advanced Topics
- Transfer Learning:
  - Using pre-trained models.
- Generative Adversarial Networks (GANs):
  - Introduction to generative models.
- Reinforcement Learning:
  - Markov Decision Processes, Q-learning, policy gradients.
Module 7: Capstone Project and Specialization
- Capstone Project:
  - Apply machine learning concepts to a real-world problem.
- Specialization:
  - Dive deeper into a specific area based on interests (e.g., natural language processing, computer vision).
Module 8: Additional Considerations:
- Ethical and Social Implications:
  - Discuss ethical considerations and biases in machine learning.
- Tools and Frameworks:
  - Explore popular machine learning frameworks such as TensorFlow or PyTorch.

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What Makes JustAcademy Institute of Skills Training So Special?

Our course on Machine Learning is designed to empower students by providing key factors that enhance their learning experience and practical skills. Firstly, it offers a comprehensive curriculum that covers fundamental concepts to advanced techniques, ensuring students build a solid foundation. Interactive hands-on projects and real-world case studies enable students to apply theoretical knowledge, fostering critical thinking and problem-solving abilities. Access to a collaborative online community encourages peer interaction and networking, promoting shared learning experiences. Additionally, industry-relevant tools and platforms are integrated throughout the course, equipping students with the technical proficiency needed to thrive in the dynamic job market. With expert instructors providing personalized guidance, our course not only cultivates a deep understanding of machine learning but also prepares students for successful careers in the field.

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Brochure

Course Name – Certified Selenium Testing Developer

Eligibility – Any Graduate / Any Undergraduate

Duration – 72 Hrs

Basic Training starting with Selenium Testing fundamentals

Advanced Topics covered with Selenium Testing examples

Live Projects & Assignments in Selenium Testing

100% Practical Selenium Testing Training

Home Assignments for Selenium Testing Practice

Course delivery through Selenium Testing industry experts

Free Notes and Study Material for Selenium Testing Training

Fast track and Sunday Batches available on request for Selenium Testing Development

Additional Sessions for Doubt Clearing in Selenium Testing Training

100% Placement Assistance to students in Selenium Testing Development

Selenium Testing Certification Course Program

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For Detailed Selenium Testing Course Contents kindly Download our brochure from the Brochure Download Button

Sample Copy of Certificate awarded by us after clearing our Selenium Testing Assessment Exam

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