This course provides an easy-to-understand overview of machine learning for anyone interested in how it works, what it can and cannot do and how it is commonly utilized in support of business goals. The course covers common algorithm types and further explains how machine learning systems work behind the scenes.
Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence
The following primary topics are covered:
– Machine Learning Business and Technology Drivers
– Machine Learning Benefits and Challenges
– Machine Learning Usage Scenarios
– Datasets, Structured, Unstructured and Semi-Structured Data
– Models, Algorithms, Model Training and Learning
– How Machine Learning Works
– Collecting and Pre-Processing Training Data
– Algorithm and Model Selection
– Training Models and Deploy Trained Models
– Machine Learning Algorithms and Practices
– Supervised Learning, Classification, Decision Tree
– Regression, Ensemble Methods, Dimension Reduction
– Unsupervised Learning and Clustering
– Semi-Supervised and Reinforcement Learning
– Machine Learning Best Practices
– How Machine Learning Systems Work
– Common Machine Learning Mechanisms
– How Mechanisms Are Used in Model Training
– Machine Learning and Deep Learning, Artificial Intelligence (AI)
No 5 Babatola Street, Ikeja, Lagos State.
1st Avenue,Mr. BIGGS Building,
Beside Polaris Bank, Festac, Lagos State.
148/150 Bode Thomas Street,
Surulere, Lagos State.
No 9, Otunba Adedoyin Ogungbe Crescent, Opposite ELIM Motors Lekki Phase 1,
Lagos State.
112, Lagos road, beside FIRS building,
Haruna Bus stop, Ikorodu, Lagos State.
Basement & 3rd Floor, Nigerian Reinsurance Building, Beside Unity Bank Headquarters,
close to NNPC Towers, Herbert Macaulay Way, CBD, Abuja
NYSC Mini Secretariat, Oke Ilewo,
Abeokuta Ogun State.
6, Aba Road Finchley Top Plaza,
Port Harcourt.
Remilekun Place, 66 Fajuyi Road, Idi-oro Junction Opposite Adamasingba,
Dugbe Road, Ibadan, Oyo State.
NYSC Zonal office, beside INEC office, Oda Road, Akure, Ondo State
Shelterview Complex, Near Mojere Market, Opposite Chicken Republic, Adebayo Road, Ado-Ekiti
Top Floor, Ore-ofe House, Beside Stanbic IBTC Bank, Starlight, Ogbomosho
ikeja@newhorizonsnigeria.com, gloria@newhorizonsnigeria.com
08122690460 08125990663
08122690443, 014537623
1, Oba-Akran Road,
(Adebayo Akande Centre),
Ikeja, Lagos State.
anifowosesolomon@newhorizonsnigeria.com, olagunjuzainab@newhorizonsnigeria.com
1st Avenue,Mr. BIGGS Building,
Beside Polaris Bank, Festac, Lagos State.
akinwaleabiodun@newhorizonsnigeria.com
08125990567, 08125990584,
08125990436, 08062265092,
014537628
148/150 Bode Thomas Street,
Surulere, Lagos State.
ademolaallen@newhorizonsnigeria.com
lekki@newhorizonsnigeria.com
No 9, Otunba Adedoyin Ogungbe Crescent, Opposite ELIM Motors Lekki Phase 1,
Lagos State.
ethelalade@newhorizonsnigeria.com
112, Lagos road, beside FIRS building,
Haruna Bus stop, Ikorodu, Lagos State.
olawaleogedengbe@newhorizonsnigeria.com
Basement & 3rd Floor, Nigerian Reinsurance Building, Beside Unity Bank Headquarters,
close to NNPC Towers, Herbert Macaulay Way, CBD, Abuja
abeokuta@newhorizonsnigeria.com
08023450443, 08125990511
NYSC Mini Secretariat, Oke Ilewo,
Abeokuta Ogun State.
amoo.wasiu@newhorizonsnigeria.com
okaforekene@newhorizonsnigeria.com
08125990573, 08122690427
08125990585, 08125990826
6, Aba Road Finchley Top Plaza,
Port Harcourt.
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oluwatobijegede@newhorizonsnigeria.com
08127485739, 08127485720
08122690468
Remilekun Place, 66 Fajuyi Road, Idi-oro Junction Opposite Adamasingba,
Dugbe Road, Ibadan, Oyo State.