54 Hrs
3469+ Enrollments
Machine Learning with Python Training
The Machine Learning with Python Training course is designed to help learners gain expertise in machine learning algorithms, data processing, and data manipulation using Python. The course covers topics like linear regression, decision trees, clustering, and deep learning. It includes real-world projects and hands-on exercises to give you practical exposure to solving real-life problems using machine learning techniques.
Machine Learning with Python Training
Overview of Course
Our Machine Learning with Python Training is a comprehensive course designed for beginners to advanced level learners. The course provides an in-depth understanding of the various machine learning algorithms and their applications in real-life scenarios. With this course, you can master the art of using Python for machine learning.
Course Highlights
Understand machine learning concepts and algorithms
Learn Python programming for data analysis and manipulation
Get hands-on experience with real-world projects and exercises<br /><br />
Key Differentiators
Personalized Learning with Custom Curriculum
Training curriculum to meet the unique needs of each individual
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Flexible Schedule & Delivery
Choose between virtual/offline with Weekend options
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World Class Learning Infrastructure
Our learning platform provides leading virtual training labs & instances
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Enterprise Grade Data Protection
Security & privacy are an integral part of our training ethos
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Real-world Projects
We work with experts to curate real business scenarios as training projects
Skills You’ll Learn
Machine learning concepts and algorithms
Python programming for data analysis and manipulation
Data preprocessing and data cleaning techniques
Supervised and unsupervised learning algorithms
Predictive modeling and evaluation techniques
Training Options
1-on-1 Training
Access to live online classes- Flexible schedule including weekends
- Hands-on exercises with virtual labs
- Session recordings and learning courseware included
- 24X7 learner support and assistance
- Book a free demo before you commit!
Corporate Training
- Everything in 1-on-1 Training plus
- Custom Curriculum
- Extended access to virtual labs
- Detailed reporting of every candidate
- Projects and assessments
- Consulting Support
- Training aligned to business outcomes
Unlock Organizational Success through Effective Corporate Training: Enhance Employee Skills and Adaptability- Choose customized training to address specific business challenges and goals, which leads to better outcomes and success.
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- Obtain long-term organizational growth and success.
Course Reviews
Curriculum
- Environment Setup
- Python Variable
- Python Operator
- Python Decision
- Control Statement
- Python Function & Module
- Python Strings
- Python File handling
- Data Structure
- Introduction
- Getting Started with Anaconda and Jupyter
- Python for Data Analysis - Numpy
- Python for Data Analysis - Pandas
- Python for Data Visualization - Matplotlib
- Python for Data Visualization - Seaborn
- Train Your Machine - Scikit-Learn
- Linear Regression
- Logistic Regression
- Gradient Descent
- Cost and Loss
- Bias and Variance
- Data Prepossessing : Label Encoder , Standard Scalar
- k-Nearest Neighbors (AI Concept and Implementation )
- Support Vector Machine (AI Concept and Implementation)
- Decision Tree (AI Concept and Implementation )
- Random Forest (AI Concept and Implementation )
- Cross Validation
- Hyper Parameter Tuning
- Over Fitting and Under-fitting
- K-MEAN Clustering (AI Concept and Implementation)
Meet the instructor and learn about the course content and teaching style.- Make informed decisions about whether to enroll in the course or not.
- Get a perspective with a glimpse of what the learning process entails.
Description
Target Audience:
- Data Scientists
- Software Developers
- Analytics Professionals
- Anyone interested in Machine Learning
Prerequisites:
- Basic understanding of programming concepts
- Familiarity with Python programming language
Benefits of the course:
- Gain expertise in machine learning algorithms and techniques
- Enhance your skills in data analysis and data manipulation
- Work on real-world projects to gain practical exposure
- Learn from industry experts with years of experience in the field
- Get a certificate upon completion of the course
Exam details to pass the course:
- There is no specific exam to pass the Machine Learning with Python Training course.
- Learners will receive a certificate upon completion of the course, which will be based on their performance in the project work and assignments.
Certification path:
- The Machine Learning with Python Training course does not require any specific certification to learn the course.
- However, learners can opt for various certification exams like AWS Certified Machine Learning Specialty or Google Cloud Professional Machine Learning Engineer certification to demonstrate their expertise in the field.
Career options after doing the course:
- Machine Learning Engineer
- Data Scientist
- Data Analyst
- Software Developer
- Business Analyst
Why should you take this course from Skillzcafe:
Comprehensive course designed by industry experts- Hands-on experience with real-world projects and exercises
- Learn from the comfort of your home with our online training program
- Affordable pricing and flexible learning options
- Get a certificate upon completion of the course
FAQs
Learners should have a basic understanding of programming concepts and familiarity with Python programming language.
You will work on various real-world projects related to machine learning algorithms and techniques to gain practical exposure.
You will need to install Python and some Python libraries like Pandas, NumPy, Scikit-learn, and TensorFlow to complete the course exercises and projects.
You will have access to online support from industry experts and course instructors to help you with your queries and doubts.
Yes, you will receive a certificate upon completion of the Machine Learning with Python Training course, based on your performance in the project work and assignments.
Yes, you will have lifetime access to the course material, including the recorded lectures, project work, and assignments.
After completing the course, you can pursue career opportunities like Machine Learning Engineer, Data Scientist, Data Analyst, Software Developer, and Business Analyst.
Yes, you can switch to a different batch if you miss a class, subject to availability.
The Machine Learning with Python Training course is 54 hours long.
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