Machine Learning
Our ML courses provide you with the tools and techniques to train algorithms that can learn from data.
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Earn a prestigious certification recognized by top Companies
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Curriculum delivered in live online sessions by industry experts
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Live sessions by industry experts on the latest trends
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Engage in 3 capstones and 25+ hands-on projects from various industries
- Batch starts from
15th Dec, 2024
- Program duration
2 Months
- Learning Format
Online
Video : Definition and types of ML (Supervised, Unsupervised, Reinforcement Learning)
Video : Applications of ML
Video : Basic concepts: Data, Models, and Algorithms
Video : Python basics: Syntax, Data structures (lists, dictionaries, etc.)
Video : Libraries: NumPy, Pandas, Matplotlib, and Seaborn
Video : Introduction to Jupyter Notebooks
Video : Data Cleaning (handling missing data, outliers)
Video : Data Transformation (normalization, standardization)
Video : Feature Engineering (feature selection, feature extraction)
Video : Data Splitting (train-test split, cross-validation)
Video : Linear Regression
Video : Linear Regression
Video : Performance Metrics: Accuracy, Precision, Recall, F1 Score, ROC Curve
Video : Clustering: K-means, Hierarchical Clustering
Video : Dimensionality Reduction: PCA (Principal Component Analysis)
Video : Association Rule Learning: Apriori Algorithm
Description
This program provides a structured learning path for Machine Learning, progressing from basic to advanced topics.
Basic topics cover the essentials, including data preprocessing, supervised and unsupervised learning, and Python libraries like NumPy and Pandas.
Intermediate topics delve into advanced algorithms such as Random Forests, SVMs, and Neural Networks, along with specialized areas like Natural Language Processing (NLP) and model evaluation.
Advanced topics explore cutting-edge techniques in Deep Learning, Reinforcement Learning, and deployment strategies, offering hands-on projects and capstone opportunities to apply and reinforce the knowledge gained. This approach ensures a comprehensive understanding of Machine Learning concepts and applications.
Key Features
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Earn a prestigious certification recognized by top Companies
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Curriculum delivered in live online sessions by industry experts
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Stay up-to-date with the cutting edge of technology.
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Live sessions by industry experts on the latest trends
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Engage in 3 capstones and 25+ hands-on projects from various industries
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EDXcellence helps you get noticed by top hiring companies
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8X higher interaction in live online classes by industry experts
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Class will be conducting in the evening after 7 PM
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Recordings of the live classes will be available
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Live doubt clear sessions
Students Reviews
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Amit Jain
"Choosing EDXcellence's Artificial Intelligence with Python course was truly one of the best decisions I've made. The content was both in-depth and accessible, making complex concepts manageable even for beginners like myself. The hands-on exercises were incredibly valuable, offering a real-world perspective on machine learning algorithms and their practical uses. What really stood out was the dedication of the instructors. They weren't just experts; they were genuinely passionate mentors, always there to provide support and answer questions. Their guidance made the learning experience not just informative, but truly enriching."
September 12, 2023 -
Nitish Kashyap
"I’m excited to share that I’ve been selected by my dream company! I’m deeply grateful to the EDXcellence team for their outstanding training. Their support was invaluable, especially since I had struggled with coding and tech before. This training truly empowered me to build the skills I needed, and I’m also proud to have earned my Microsoft certification. This achievement wouldn’t have been possible without their guidance and encouragement."
July 2, 2023 -
Shubham Kumar
"I recently completed the Microsoft training program with edXcellence, and it was an incredible journey. The mentors were exceptional, taking me from a beginner to an advanced level with clear and supportive guidance. Even though I started with limited knowledge, their seamless teaching approach made all the difference. I’m truly grateful to edXcellence for providing such a transformative learning experience and helping me achieve my goals."
January 22, 2023
Sample Certificates
Career Options
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Machine Learning Engineer
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Data Scientist (ML Focus)
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ML Research Scientist
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Applied Machine Learning Scientist
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Deep Learning Engineer
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Reinforcement Learning Engineer
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ML Ops Engineer
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Predictive Analytics Expert
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Computational Linguist (ML Focus)
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Machine Learning Consultant
Projects
Restaurant Review using NLP
Self-Driving Car
Dogs VS Cats using CNN Diabetes Prediction Part
Wine Prediction Model
Music Genre Classification
Expression Detection in Images
Skills & Tools Covered
Why Join this Program
Top-notch industry mentors
Learn from the top company mentors & experts
Applied Learning & Internship
Capstone and 10+ industry-relevant projects to ensure comprehensive learning & to gain experience
Placement
Get placement ready with our program
Join the ML industry
ML, a subfield of AI, is revolutionizing industries. With its immense potential, ML is reshaping businesses and society. This ML bootcamp is perfect for those seeking to harness the power of ML and stay ahead of the curve!
$225.91 billion
Expected global ML market
value
by 2027
34.4%
Projected CAGR of the global ML market from 2023-2030
Source: Grand View Research
$14.7 trillion
Expected total contribution of ML to the global economy by 2030
Source: PwC GlobalCompanies hiring ML professionals
Costing Plans
Frequently Asked Questions
Mentors are industry experts as well as representatives from the company associated with your selected project.
We recommend spending at least 30 minutes to 1 hour daily, depending on the project deadline, to stay consistent.
The last date for registration depends on the number of seats available. Since students apply from various locations, we recommend booking your seat early.
The prerequisites vary depending on the project. All details will be shared by the respective company on your dashboard.
All live sessions are recorded and uploaded on your dashboard. You can access them anytime.
You will get a 15-day extension to complete and submit the project. Once reviewed and approved by the mentor and company, you will receive the certificate.
Yes, you can change your domain within 24 hours of registration.
This is a hybrid program. You will need to complete the prerequisites before joining the live classes.
Yes, once your project is reviewed and approved by the company, you will receive a guaranteed internship.
You need a stable internet connection, a laptop or mobile phone, and a notepad with a pen/pencil for taking notes.
The internship lasts for two months, during which you will work on a real-life capstone project.
No, there is no exam. You just need to complete the prerequisites and submit the live project.
Live sessions are usually held in the evenings. You will be notified in advance via email and WhatsApp/Telegram. Recordings will be available on your dashboard.
Most internships are online to avoid travel and accommodation challenges, making it convenient for students.
Yes, the stipend ranges from ₹5,000 to ₹15,000, based on your performance and project completion.
Your performance will be reviewed by the mentor and company SPOC. If your performance meets their standards, you may be offered a PPO after clearing the interview and hiring rounds.
Yes, you can submit your project as your Minor/Major project.
You will receive an Internship Completion Certificate from the respective company.
You can raise your queries via the student dashboard. All learning materials, projects, and certificates will be accessible there. Lifetime access is provided.
No, our partner companies do not charge any additional fees post-payment.
ou can reach us at support@edxcellence.org.in or call the number listed in the ‘Contact Us’ section.
Yes, EDXcellence is a trusted platform that has partnered with reputed companies to provide live projects and internships. We have helped numerous students achieve their career goals through hands-on learning and industry exposure.
EDXcellence is an AICTE-approved organization, and our programs are designed to bridge the gap between academic learning and industry requirements. Our transparent processes, industry partnerships, and success stories from previous students validate our credibility. You can also find testimonials and reviews on our website and social media platforms.
We provide real-world industry projects, guaranteed internships, and opportunities for PPOs. With live and recorded sessions, a dedicated support team, and a focus on practical learning, we ensure you gain valuable experience and certifications.
Yes, all payments are processed through secure and reliable payment gateways. Your information is safe with us.
You can email us at support@edxcellence.org.in or raise a ticket through your dashboard for any assistance. Our support team is always ready to help.
Experience excellence with us.
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