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Master Python's robust libraries like scikit-learn and TensorFlow, empowering you to craft intelligent solutions for real-world challenges. Join us and unlock the potential of Machine Learning with Python, transforming the way you perceive and solve problems.
Our program is designed to provide a comprehensive understanding of machine learning concepts and techniques using Python. Dive into topics such as supervised and unsupervised learning, model evaluation, and deployment, and apply your knowledge through engaging hands-on projects in real-world scenarios.
Join Brain Mentors today and unleash the power of Machine Learning with Python. It's not just a training program; it's a gateway to limitless possibilities in the world of intelligent solutions.
Fundamentals of Machine Learning
Data Preprocessing
Supervised Learning(linear regression, logistic regression, decision trees, and ensemble methods)
Unsupervised Learning(KMeans, DBSCAN, PCA)
Model Evaluation and Validation
Model Deployment
Industry Best Practices
Life cycle of data science & setup Anaconda
Intro to Web crawling and API Calls
JSON API ,Fetch data from SQL
Convert into Data frame, Importance of maths
Reading files like CSV , EXCEL , JSON, and raw text
Intro to Data Analysis,intrro to Numpy
Python list vs Numpy array & diff. ways to create array
Intro to Pandas ,data analysis with pandas
Reading files like CSV , EXCEL and other with pandas
EDA(Exploratory Data Analysis)
Mesn, Median, Mode, Range, Variance & standard Deviation
Intro to Data Visualization
Intro to Matplotlib
Plot Histogram with Matplotlib
Intro to Seaborn
Intro to Sci-kit-Learn
Handle Missing data, Feature Scaling
Cross Validation
Intro to ML ,Flow of ML,Types of ML
Intro to ML ,Flow of ML,Types of ML
Diff b/w Supervised,Unsupervised & Reinforcement Learning &
Continuous and Categorical data
Regression: Linear and Logistic
KNN (K-Nearest Neighbour)
Intro to OpenCv(Face Detection and Recognition)
Naïve Bayes and K-Means
Decision Tree
Python Programming
Mathematics and Logic Skills
Linear Algebra
Statistics
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Enroll today to start learning on your terms!
May 14th, 2024
Weekday Offline & Online Batch
May 28th, 2024
Weekday Offline & Online Batch
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hr@brain-mentors.com
7042994524
Brain Mentors Pvt Ltd, Second Floor, Anandam Square, Meerut Road Industrial Area, Ghaziabad, Uttar Pradesh-201003