Python - Data Science, Machine Learning, Intermediate Projects
Created by Team Mammoth
·
79 lectures
01
Skill level
All levels
02
Sections
5
03
Lectures
79
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
5
Sections
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ Data Science Essentials 4 lectures Preview
01 Data Exploration with Pandas
Locked
02 Advanced Data Analysis and Manipulation with Pandas Demo
Locked
03 Data Cleaning with Pandas Demo
Locked
Source Files (sections 1 - 10)
Locked
+ Image Manipulation + Data Visualization 6 lectures
04 Advanced Dataset Manipulation with Numpy Demo
Locked
05 Image Manipulation with Numpy Demo
Locked
06 Advanced Data Visualization with Pyplot Demo
Locked
2.6b Advanced Data Visualization with Pyplot Demo
Locked
2.7 Data Visualization with Seaborn Demo
Locked
2.8 Visualize Probability Distributions Demo
Locked
+ Image Manip with OpenCV and Python 4 lectures
09 Preparing our Image for Face Detection Demo
Locked
09B Image Manipulation with OpenCV Demo
Locked
10 Watermarking our Image
Locked
2.10b Add Watermark to Images Demo
Locked
+ Stock Price Prediction, Linear Regressions, and More 44 lectures
00a Stock Price Prediction Demo
Locked
3.01b Advanced Linear Regression Model Training Demo
Locked
3.2 Preparing our Test Data for our Model Demo
Locked
3.2b Logistic Regression Demo
Locked
3.03 Gathering Train and Test Data for our Model
Locked
3.03b Species Classification Demo
Locked
3.04 Preparing our Movie Dataset
Locked
3.04b K-Nearest Neighbors Demo
Locked
3.05 Understanding Cross Validation
Locked
3.05b Cross Validation Demo
Locked
3.06b Decision Trees Demo
Locked
3.06 Preparing our Applicant Database
Locked
3.07b Random Forest Decision Trees Demo
Locked
3.07 Creating our Applicant Dataset Demo
Locked
3.08 Getting MNIST Dataset Ready Demo
Locked
3.08b Build a Simple Neural Network Demo
Locked
3.09 Getting EBook Dataset Ready Demo
Locked
3.09b Getting EBook Dataset Ready Demo
Locked
10 Getting CIFAR-10 Dataset Ready Demo
Locked
10b Build a Convolutional Neural Network Demo
Locked
12 Acquiring our Dataset Demo
Locked
12b Preparing our Dataset Demo
Locked
12c Writing Utility Functions Demo
Locked
12d Image Classification Demo
Locked
13 Gathering our Images Demo
Locked
13b Object Detection Demo
Locked
14 Build a Generator and Discriminator Demo
Locked
14b Generating Hand Drawn Images Demo
Locked
15 Gathering our Images Demo
Locked
15b Image Style Transfer Demo
Locked
16b Simple Natural Language Processing with NLTK
Locked
16 Simple Natural Language Processing with T5
Locked
17 Sentiment Classification using Vader
Locked
17b Sentiment Classification using the Roberta Model
Locked
18 Setting up our Trackers
Locked
18b Computer Vision with OpenCV Demo
Locked
19b Build a Chatbot with the OpenAI ChatGPT API Demo
Locked
19 Setting up our OpenAI API
Locked
20b Generate Images with DALL-E OpenAI API Demo
Locked
20 Setting up our DALL-E API
Locked
21 Setting up our PDF
Locked
21b Convert PDF to Speech Demo
Locked
Source Files 2
Locked
Source files 1
Locked
+ Encryption, Decryption, and Developing programs 21 lectures
01 Encrypting Messages Demo
Locked
01b Decrypting Messages Demo
Locked
02b Build an Auction Program Demo
Locked
02 Getting User's Bid Demo
Locked
03 Getting User's Operation Demo
Locked
03b Build a Text-Based Calculator Demo
Locked
04 Intializing our Classes Demo
Locked
04b Handle and Verify Orders Program with OOP Demo
Locked
05 Setting our Questions Demo
Locked
05b Build a Quiz Demo
Locked
00 Fill Data with Text File - File Automation Project Intro
Locked
06 Reading the Text File Equations Demo
Locked
06b Fill Data with Text File - File Automation Project Demo
Locked
07 Fill Data with Text File - File Automation Project Intro
Locked
07b Generating our Mock Census Data Demo
Locked
07c Build CSV File from Census Demo
Locked
08 Understanding Google Colab Forms Demo
Locked
08b Build a Unit Converter Demo
Locked
09 Getting our Work & Break Time Demo
Locked
09b Build a Pomodoro Timer Demo
Locked
Source Files (1 - 9)
Locked
Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.