MTA India

We specialize in computer information technology development & management trainings.

Course available for 45 days after purchase

Machine Learning with Python
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves.

Course Content:

✅ Introduction to Python :- Brief Overview of Python,Applications of Python,Advantages of Python,Overview Machine Learning with Python
✅ Introduction to the Basics of Python Programming:- Operators,Loops: while & for,Conditionals: if-else,Functions: Defining Functions, Anonymous Functions
✅ Python Data Structure:- Numbers,String,List,Tuple,Dictionary
✅ NumPy:-Introduction to Numpy,Importance of Array,Creation of Array,Array operation • Linear Algebra,Array Methods,
✅ Pandas:-Introduction to Pandas,Pandas Series,Pandas Dataframe,Working with Structure & Unstructured Data,Accessing Tabular Data,Panadas methods
✅ Data analysis using Pandas:-Accessing Row & Column data,Data Filtering & Cleaning,Accessing indexed data,Indexing/Reindexing,Statistical Interpretation,
				Data Wrangling,Data Analysis,Store Dataframe to file.
✅ Data Visualization:- Introduction to Matplotlib,Visualization of Array Data, Visualization of Excel Data,Different types of plotting,Line Graphs,Bar Plots ,Histograms,Box Plot,Stacked Plots,Scatter Plot,Pie Chart

✅ Data Analysis & Data Visualization using Matplotlib:- Linestyles and Color,Mutiple Lines on Same Plot,Controlling Line Properties,Adding Lables, Gridlines,Annotations,X and Y Ticks and Rotations,Legends,Working with Multiple Figures and Axes,Share X and Y Axis,Adding Subplots

Machine Learning:

✅ Introduction to Machine Learning
• Introduction to Machine Learning
• Application fields of Machine learning
• Advantages of Python in Machine Learning
✅ Steps towards Machine Learning
• Understanding of Algorithms (Supervised & Unsupervised)
• Feature Selection
• Hyperparameter Tuning
• Application and Implementation of Scikit Learn
✅ Data Processing & Machine learning: Supervised Learning
• Supervised Learning Introduction
• Supervised Learning Algorithms
Regression
• Linear Regression
• Classification
• Logistic Regression
• K-Nearest Neighbor
• Naïve Bayes
• Decision Tree
• Random Forest
• Support Vector Machine
✅ Data Processing & Machine learning: Unsupervised Learning
• Unsupervised Learning Introduction
• Unsupervised Learning Algorithms
• Clustering
o K-Means Clustering
• Dimension Reduction
o Principal Component Analysis
✅ Introduction to Neural Network
• Introduction and Understanding of Neural Network
• Working with TensorFlow & Keras
• Understanding of Artificial Neural Network
• Understanding of Convolution Neural Network
• Familiarization with Image Recognition
• Working with DLib & Face_Recognition
✅ Project

Features :
✅ Get certified from MTA India.
✅ Get trained by Certified Industry 15+ Years Experts.
✅ Regular and Weekend Classes Available
✅ Internship offer letter and completion certificate available.
✅ Industry standard curriculum available.

Services

✅ Internship
✅ Live Project Work
✅ ISO-Certified Courses
✅ Job Placement Assistance
✅ Notes
✅ Doubt Solving Session
✅ Mock Interviews
✅ Mock Test
✅ Learn from industry expert Tutors
✅ Duration: 60 days (Can be extended till Completion)

Call/WhatsApp: +91 9315636357,8375998840,7827574047

Machine Learning with Python (STIP)

Maharashtra

Hey! I’m learning with MTA India and you can too. Here’s a course you might like: Machine Learning with Python (STIP) by MTA India
    https://konax.courses.store/280494?utm_source=whatsapp&utm_medium=social&utm_campaign=web-course-share

Hey! I’m learning with MTA India and you can too. Here’s a course you might like: Machine Learning with Python (STIP) by MTA India
    https://konax.courses.store/280494?utm_source=facebook&utm_medium=social-fb&utm_campaign=web-course-share

Hey! I’m learning with MTA India and you can too. Here’s a course you might like: Machine Learning with Python (STIP) by MTA India
    https://konax.courses.store/280494?utm_source=telegram&utm_medium=social&utm_campaign=web-course-share

Hey! I’m learning with MTA India and you can too. Here’s a course you might like: Machine Learning with Python (STIP) by MTA India
    https://konax.courses.store/280494?utm_source=linkedin&utm_medium=social-link&utm_campaign=web-course-share

Hey! I’m learning with MTA India and you can too. Here’s a course you might like: Machine Learning with Python (STIP) by MTA India
    https://konax.courses.store/280494?utm_source=copy-link&utm_medium=social&utm_campaign=web-course-share